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Selecting the Proper SAP Implementation Accomplice: What Companies Have to Know

IT

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October 17, 2025

Selecting the Proper SAP Implementation Accomplice: What Companies Have to Know

SAP is a strong instrument for companies provided that applied proper. In any other case, it’s finances overruns, messy integrations, and disappointing ROI. Choosing the proper SAP implementation companion isn’t non-compulsory. It’s mission-critical.

Give it some thought: Would you rent a monetary advisor who’s by no means filed taxes? Or a contractor who’s by no means dealt with an actual development mission? In all probability not. So why undergo an SAP rollout—one in every of your most costly digital investments—with out the steerage of a licensed professional?

On this weblog, we’ll discover:

What precisely does an SAP implementation companion do
Why licensed standing—like SAP Silver Accomplice or Gold—issues to your ROI
How a seasoned SAP consulting firm helps you keep away from pitfalls and unlock worth sooner
And most significantly, the long-term advantages of working with an SAP implementation companion

If you happen to’re considering massive for your online business, that is the place to start.

Uncover Distinctive Enterprise Alternatives with Fingent’s SAP Companies

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SAP’s Function in Digital Transformation

SAP is greater than software program. From provide chain to finance, HR to buyer expertise—it connects information, folks, and processes like no different platform. Transformation with SAP is a technique. It’s the configuration and integration behind it that drives outcomes. And that’s the place the best SAP implementation companion is available in.

What Is An SAP Implementation Accomplice?

A SAP Accomplice isn’t simply one other service vendor—it’s an organization formally trusted by SAP to deal with the heavy stuff. Suppose implementation, customization, consulting, help—the works. However keep in mind, they don’t simply give that badge to anybody and everybody. These associates undergo a strict screening course of. This course of contains getting certifications that present they’ve the technical expertise, real-world supply expertise, and self-control to fulfill SAP’s excessive requirements. It’s like getting a black belt in SAP. They’re not resellers—they’re trusted transformation allies.

Contained in the SAP Accomplice Ecosystem

SAP’s companion community is structured into tiers:

Silver Accomplice: They’re acknowledged for his or her high quality supply and constant SAP alignment.
Gold Accomplice: Gold Companions have moved up by displaying that they may help prospects succeed, have sturdy technical expertise, and keep concerned.
Platinum Accomplice: That is the very best degree, with full SAP capabilities and supply networks around the globe.Each degree issues. However finally, what issues extra is discovering a companion aligned together with your targets—not simply SAP’s.

What are the Enterprise Advantages of Working with an SAP Accomplice

Each enterprise desires to develop. However the good ones need to develop proper. Meaning scalable techniques, seamless processes, and data-driven selections—not intestine calls. That’s SAP. Greater than software program—it’s your engine for innovation throughout finance, provide chain, and ops.

However SAP’s true affect will depend on implementation. Perception from IDC exhibits why partnering issues: SAP partner-generated income is projected to just about double—from $141 billion to $260 billion—by 2024, pushed by rising demand for profitable digital transformation initiatives.

It’s proof—SAP implementation companions aren’t non-compulsory. They’re important. They create the readability and agility companies want to maneuver ahead with confidence. An authorized SAP companion retains each element aligned. They guarantee to be clear, correct, and targeted on maximizing ROI. Here’s what makes them important:

1. Entry to SAP-Licensed Experience

You’re not hiring a vendor. You’re partnering with a vetted professional. A SAP licensed companion brings greater than a badge—they carry battle-tested implementation expertise. SAP doesn’t hand out certifications like sweet. Companions should undergo steady coaching, efficiency evaluations, and keep aligned with SAP’s evolving roadmap. Translation? You don’t get outdated recommendation. You obtain future-ready options immediately from the origin.

2. Faster, Economical Executions

Velocity is necessary—but not if it compromises stability. Licensed SAP companions make the most of established frameworks that eradicate confusion and scale back delays. That’s not merely time saved—it’s bills prevented, revenue launched, and interruptions averted. Transformation with out chaos? That’s the benefit licensed companions present.

3.Tailor-made Options for Your Business’s Distinctive Calls for

An skilled SAP implementation companion doesn’t simply customise—they tailor each answer to fulfill your {industry}’s precise wants and regulatory requirements. Strategic. Compliant. On level. Fingent doesn’t speculate on how your online business operates. We perceive your language—be it stock optimization in retail, compliance monitoring in healthcare, or course of automation inside manufacturing.

4.Easy Upgrades, Help, and Integration

Your SAP expertise continues even after going dwell. It develops. A great SAP consulting agency positions you on the forefront with well timed upgrades, ongoing monitoring, and seamless integration together with your present instruments. No damaged hyperlinks. No shock outages. You don’t need a system that simply runs. You need one which scales, flexes, and grows with your online business.

5.Strategic Consulting Past Technical Implementation

An important companion doesn’t simply configure software program—they reshape prospects. Licensed SAP companions like Fingent assist rethink the workflows, break down the silos, and encourage digital-first mindsets. Suppose past the set up. You’re constructing a wiser enterprise from the within out.

6.Higher Danger Administration and Compliance

Let’s face it—SAP initiatives include danger. From blown budgets to compliance gaps, there’s lots that may go unsuitable. However there’s a purpose licensed companions exist: they’ve seen the pitfalls and constructed techniques to keep away from them. Much less rework. Fewer regrets. Extra confidence.

Nonetheless Uncertain About SAP Implementation? Our SAP Specialists Can Craft You a Easy SAP Transition Journey

Regularly Requested Questions – SAP Implementation Companions

1. What features does an SAP implementation companion serve?

They’re not simply there to put in software program—they information the total SAP journey. From planning and setup to integration and ongoing help, their job is to ensure SAP really works for your online business, not simply inside it.

2. Why corporations should choose a licensed SAP companion?

Certification demonstrates their coaching, reliability, and adherence to SAP finest practices. You obtain faster outcomes, lowered errors, and improved ROI.

3. What benefits come from collaborating with an SAP consulting firm?

You obtain readability, effectivity, and lasting advantages. They translate advanced tech into sensible enterprise positive factors—with out draining your inside staff.

4. How can an SAP licensed companion streamline digital transformation?

They simplify the method with examined frameworks, area data, and instruments that eradicate rework. It’s construction over stress.

5. How do SAP companions assist scale back implementation danger?

By bringing governance, compliance experience, and contingency planning to the desk—earlier than points come up. Prevention beats harm management each time.

6. Why Work With a Silver Accomplice Like Fingent?

You obtain some great benefits of each realms—intensive SAP data mixed with the adaptability and individualized focus of a strategic ally. As an SAP Silver Accomplice, Fingent provides verified experience, licensed professionals, and entry to SAP’s latest instruments—all with out the pink tape related to a big, impersonal vendor. You act swiftly, sidestep costly errors, and obtain solutions personalized to your particular enterprise targets. It’s extra than simply software program—it’s about attaining outcomes which might be important.

How Can Your Enterprise Profit With Fingent As Your SAP Accomplice

A Silver Accomplice like Fingent provides acknowledged credibility, entry to SAP instruments and coaching, and confirmed alignment with SAP requirements. SAP studies that licensed companions full implementations 15 % sooner than non-certified friends—with 10–20 % larger productiveness general. That acceleration isn’t fluff. It means fewer delays, tighter planning, and sooner ROI. Fingent’s licensed staff isn’t simply checked off—they’ve completed the work—and get updates constantly, not sometimes.

Confirmed Expertise and Case Research

Fingent’s monitor report contains a number of profitable rollouts throughout sectors. Licensed companions are likely to earn consumer belief. These are usually not hypotheticals. These are actual initiatives, measurable outcomes, repeatable strategies.

Finish-to-Finish SAP Capabilities

Fingent covers the total SAP lifecycle. All of it —planning and structure by deployment, integration, and ongoing help. That depth is uncommon. Most suppliers slip off after implementation. Not Fingent. They deal with upgrades, streamline cross-system connections, and leverage accelerators from SAP BTP to cut back construct time from months to days.

Business-Particular Information

Fingent brings vertical know-how to each implementation—so configurations mirror actual world operations. Why deal with finance like manufacturing? Or retail like healthcare? SAP’s personal information exhibits that 43% of companion income comes from industry-specific options, as a result of tailor-made options outperform generic rollouts each time.

Innovation and Know-how Alignment

Fingent invests in innovation—constructing IP on platforms like SAP BTP to speed up buyer supply. IDC discovered that companions allocating over 20% of income to IP growth see 60% larger income progress than common. It’s not nearly cutting-edge instruments. It’s about turning them into repeatable belongings. Fingent’s IP stays reusable, upgrade-ready, and aligned with SAP’s roadmap.

Clear Communication and Collaboration

Fingent adopts open governance, real-time reporting, and collaborative determination making at each mission part. You get clear scope, common milestones, and change-management baked in. No surprises. No hidden charges. You’re in management—however guided by licensed consultants.

Ongoing Help and Coaching

Fingent ensures your staff stays sharp—even post-go-live—by steady coaching and upkeep plans. SAP permits companion coaching through the Studying Hub, providing 60 hours of hands-on sandbox entry and self-paced certification paths.

That funding turns into retention. Extra educated groups. Fewer exterior dependencies. Actual enterprise continuity.

Last Phrase: The Proper Accomplice Doesn’t Simply Assist—They Remodel

This isn’t nearly selecting a vendor. It’s about selecting a progress catalyst.
Whether or not you’re launching SAP from scratch or optimizing what’s already working—this isn’t the time for guesswork. The correct companion gained’t simply help your targets—they’ll fast-track them. Quicker worth. Fewer missteps. Smarter strikes. With a licensed SAP professional by your facet, you’re not simply working software program—you’re working smarter.

Qualifire AI Open-Sources Rogue: An Finish-to-Finish Agentic AI Testing Framework Designed to Consider the Efficiency, Compliance, and Reliability of AI Brokers

Artificial Intelligence

Dr. Mike

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October 17, 2025

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Qualifire AI Open-Sources Rogue: An Finish-to-Finish Agentic AI Testing Framework Designed to Consider the Efficiency, Compliance, and Reliability of AI Brokers

Agentic techniques are stochastic, context-dependent, and policy-bounded. Typical QA—unit assessments, static prompts, or scalar “LLM-as-a-judge” scores—fails to show multi-turn vulnerabilities and supplies weak audit trails. Developer groups want protocol-accurate conversations, specific coverage checks, and machine-readable proof that may gate releases with confidence.

Qualifire AI has open-sourced Rogue, a Python framework that evaluates AI brokers over the Agent-to-Agent (A2A) protocol. Rogue converts enterprise insurance policies into executable situations, drives multi-turn interactions in opposition to a goal agent, and outputs deterministic stories appropriate for CI/CD and compliance opinions.

Fast Begin

Stipulations

uvx – If not put in, comply with uv set up information
Python 3.10+
An API key for an LLM supplier (e.g., OpenAI, Google, Anthropic).

Set up

Possibility 1: Fast Set up (Beneficial)

Use our automated set up script to stand up and working shortly:

# TUI
uvx rogue-ai
# Internet UI
uvx rogue-ai ui
# CLI / CI/CD
uvx rogue-ai cli

Possibility 2: Handbook Set up

(a) Clone the repository:

git clone https://github.com/qualifire-dev/rogue.git
cd rogue

(b) Set up dependencies:

In case you are utilizing uv:

Or, in case you are utilizing pip:

(c) OPTIONALLY: Arrange your surroundings variables: Create a .env file within the root listing and add your API keys. Rogue makes use of LiteLLM, so you may set keys for numerous suppliers.

OPENAI_API_KEY="sk-..."
ANTHROPIC_API_KEY="sk-..."
GOOGLE_API_KEY="..."

Working Rogue

Rogue operates on a client-server structure the place the core analysis logic runs in a backend server, and numerous purchasers connect with it for various interfaces.

Default Conduct

Whenever you run uvx rogue-ai with none mode specified, it:

Begins the Rogue server within the background
Launches the TUI (Terminal Person Interface) consumer

Out there Modes

Default (Server + TUI): uvx rogue-ai – Begins server in background + TUI consumer
Server: uvx rogue-ai server – Runs solely the backend server
TUI: uvx rogue-ai tui – Runs solely the TUI consumer (requires server working)
Internet UI: uvx rogue-ai ui – Runs solely the Gradio net interface consumer (requires server working)
CLI: uvx rogue-ai cli – Runs non-interactive command-line analysis (requires server working, splendid for CI/CD)

Mode Arguments

Server Mode

uvx rogue-ai server [OPTIONS]

Choices:

–host HOST – Host to run the server on (default: 127.0.0.1 or HOST env var)
–port PORT – Port to run the server on (default: 8000 or PORT env var)
–debug – Allow debug logging

TUI Mode

uvx rogue-ai tui [OPTIONS]
Internet UI Mode
uvx rogue-ai ui [OPTIONS]

Choices:

–rogue-server-url URL – Rogue server URL (default: http://localhost:8000)
–port PORT – Port to run the UI on
–workdir WORKDIR – Working listing (default: ./.rogue)
–debug – Allow debug logging

Instance: Testing the T-Shirt Retailer Agent

This repository features a easy instance agent that sells T-shirts. You should use it to see Rogue in motion.

Set up instance dependencies:

In case you are utilizing uv:

or, in case you are utilizing pip:

pip set up -e .[examples]

(a) Begin the instance agent server in a separate terminal:

In case you are utilizing uv:

uv run examples/tshirt_store_agent

If not:

python examples/tshirt_store_agent

This may begin the agent on http://localhost:10001.

(b) Configure Rogue within the UI to level to the instance agent:

Agent URL: http://localhost:10001
Authentication: no-auth

(c) Run the analysis and watch Rogue take a look at the T-Shirt agent’s insurance policies!

You should use both the TUI (uvx rogue-ai) or Internet UI (uvx rogue-ai ui) mode.

The place Rogue Suits: Sensible Use Circumstances

Security & Compliance Hardening: Validate PII/PHI dealing with, refusal habits, secret-leak prevention, and regulated-domain insurance policies with transcript-anchored proof.
E-Commerce & Assist Brokers: Implement OTP-gated reductions, refund guidelines, SLA-aware escalation, and tool-use correctness (order lookup, ticketing) underneath adversarial and failure situations.
Developer/DevOps Brokers: Assess code-mod and CLI copilots for workspace confinement, rollback semantics, rate-limit/backoff habits, and unsafe command prevention.
Multi-Agent Methods: Confirm planner↔executor contracts, functionality negotiation, and schema conformance over A2A; consider interoperability throughout heterogeneous frameworks.
Regression & Drift Monitoring: Nightly suites in opposition to new mannequin variations or immediate modifications; detect behavioral drift and implement policy-critical move standards earlier than launch.

What Precisely Is Rogue—and Why Ought to Agent Dev Groups Care?

Rogue is an end-to-end testing framework designed to judge the efficiency, compliance, and reliability of AI brokers. Rogue synthesizes enterprise context and threat into structured assessments with clear goals, ways and success standards. The EvaluatorAgent runs protocol appropriate conversations in quick single flip or deep multi flip adversarial modes. Convey your personal mannequin, or let Rogue use Qualifire’s bespoke SLM judges to drive the assessments. Streaming observability and deterministic artifacts: stay transcripts,move/fail verdicts, rationales tied to transcript spans, timing and mannequin/model lineage.

Underneath the Hood: How Rogue Is Constructed

Rogue operates on a client-server structure:

Rogue Server: Incorporates the core analysis logic
Shopper Interfaces: A number of interfaces that connect with the server:
- TUI (Terminal UI): Trendy terminal interface constructed with Go and Bubble Tea
- Internet UI: Gradio-based net interface
- CLI: Command-line interface for automated analysis and CI/CD

This structure permits for versatile deployment and utilization patterns, the place the server can run independently and a number of purchasers can connect with it concurrently.

Abstract

Rogue helps developer groups take a look at agent habits the way in which it truly runs in manufacturing. It turns written insurance policies into concrete situations, workout routines these situations over A2A, and data what occurred with transcripts you may audit. The result’s a transparent, repeatable sign you should utilize in CI/CD to catch coverage breaks and regressions earlier than they ship.

Because of the Qualifire staff for the thought management/ Sources for this text. Qualifire staff has supported this content material/article.

Asif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is dedicated to harnessing the potential of Synthetic Intelligence for social good. His most up-to-date endeavor is the launch of an Synthetic Intelligence Media Platform, Marktechpost, which stands out for its in-depth protection of machine studying and deep studying information that’s each technically sound and simply comprehensible by a large viewers. The platform boasts of over 2 million month-to-month views, illustrating its reputation amongst audiences.

🙌 Observe MARKTECHPOST: Add us as a most popular supply on Google.

Apple’s touchscreen MacBook Professional is reportedly coming subsequent 12 months with out a notch

Technology

Dr. Mike

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October 17, 2025

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Apple’s touchscreen MacBook Professional is reportedly coming subsequent 12 months with out a notch

Whereas the M5 MacBook Professional launch on Wednesday is recent in everybody’s thoughts, that is know-how we’re speaking about, and it’s at all times transferring ahead. Therefore, Thursday’s report offers particulars concerning the M6 MacBook Professional that’s anticipated to be launched in late 2026 or early 2027.

However moreover that timeframe and the pricing (extra on that in a bit), Thursday’s report by Bloomberg’s Mark Girman doesn’t actually say something new about what to anticipate within the M6 MacBook Professional. Gurman reiterates that Apple is implementing a lighter and thinner design, in addition to OLED shows. The corporate may use a tadem OLED show just like that discovered within the present iPad Professional. Apple can also be abandoning the notch, as an alternative going with a gap punch that’s “comparable in idea to the Dynamic Island on the iPhone,” Gurman mentioned.

After which there’s a marquee function of the long run MacBook: a contact display. Gurman does present a brand new bit with regard to this: the laptop computer’s hinge can be bolstered and use display {hardware} in order that the contact display doesn’t transfer or bounce when touched. In the event you don’t wish to use the contact display, you don’t need to, for the reason that laptop computer will nonetheless have a trackpad and keyboard.

How a lot will the brand new touchscreen MacBook Professional value? “Just a few hundred {dollars} extra” than the present MacBook Professional, as a result of “pricier elements,” in keeping with Gurman. A 14-inch M4 Professional MacBook Professional begins at $1,999/£1,999, so anticipate the M6 Professional beginning value to interrupt the $2,000/£2,000 barrier.

One factor about Gurman’s report on the pricing is that he refers back to the present “high-end” MacBook Professional fashions for reference–he particularly disregarded the newly-released M5 MacBook Professional. That appears to point that Apple will implement this new design and OLED touchscreen within the M6 Professional and Max fashions and never within the base M6 MacBook Professional.

As for whether or not we’ll see a touchscreen MacBook Air or iMac, Gurman states that, “Apple isn’t actively growing further touch-screen Macs.” The corporate is ready to see the shopper response earlier than it decides on its plans. Gurman additionally said that Apple has plans for the M5 MacBook Air in spring 2026, a Mac Studio and Mac mini replace, and two new Mac shows.

Oct 19: Knowledge Literacy – The Chainsaw Case

Statistics

Dr. Mike

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October 17, 2025

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Oct 19: Knowledge Literacy – The Chainsaw Case

“Within the age of Massive Knowledge we regularly imagine that our predictions in regards to the future are higher than ever earlier than. However …in the actual world, we regularly get higher outcomes through the use of easy guidelines and contemplating much less info.” (From a assessment of Gerd Gigerenzer’s Knowledge Savvy)

The Introduction to Knowledge Literacy course, taught by Veronica Carlan, is your entry into the world of elementary analytics. On this course, you’ll be taught:

● How you can accumulate, retailer and analyze knowledge in Excel
● Perceive and appropriately use variable and knowledge varieties (quantitative, qualitative)
● Depict fundamental shows of knowledge in Excel
● Perceive and apply charges and ratios
● Produce and analyze abstract statistics
● Establish and proper frequent issues with knowledge and knowledge visualization
● Carry out fundamental knowledge cleansing

Jan 28 – 25, 2022: Introduction to Knowledge Literacy

See you at school!

– Peter Bruce
Founding father of The Institute for Statistics Training at Statistics.com

What’s taking place within the area of Knowledge Science, Analytics, Statistics?

Knowledge Literacy – The Chainsaw Case

A well-known Harvard Enterprise College case on forecasting chainsaw gross sales dramatically illustrated the bounds of statistical fashions when frequent enterprise sense and clear-eyed pondering are lacking. This “knowledge literacy” remains to be important even within the period of highly effective AI strategies. Within the chainsaw case, […]

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WORD OF THE WEEK – Drift

In deployed machine studying pipelines, “drift” is modifications within the mannequin setting that trigger the mannequin efficiency to degrade over time. Drift may end result from knowledge high quality modifications. For instance […]

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INSTRUCTOR PROFILE

Veronica Carlan

Ms. Veronica Carlan holds a Masters of Science in Arithmetic and Statistics from Georgetown College, and is a PhD candidate in Arithmetic Training on the College of Maryland. She teaches the Knowledge Literacy course at Statistics.com and associated coaching packages at Elder Analysis, the place she has additionally labored on textual content analytics, anomaly detection and app improvement and upkeep. She was beforehand a professor at Northern Virginia Neighborhood Faculty the place she taught calculus, differential equations and statistics each on-line and in particular person.

Why the F5 Hack Created an ‘Imminent Risk’ for Hundreds of Networks

Science

Dr. Mike

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October 17, 2025

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Why the F5 Hack Created an ‘Imminent Risk’ for Hundreds of Networks

Hundreds of networks—many of them operated by the US authorities and Fortune 500 firms—face an “imminent risk” of being breached by a nation-state hacking group following the breach of a significant maker of software program, the federal authorities warned on Wednesday.

F5, a Seattle-based maker of networking software program, disclosed the breach on Wednesday. F5 stated a “subtle” risk group working for an undisclosed nation-state authorities had surreptitiously and persistently dwelled in its community over a “long run.” Safety researchers who’ve responded to related intrusions prior to now took the language to imply the hackers had been contained in the F5 community for years.

Unprecedented

Throughout that point, F5 stated, the hackers took management of the community section the corporate makes use of to create and distribute updates for BIG IP, a line of server home equipment that F5 says is utilized by 48 of the world’s prime 50 companies. Wednesday’s disclosure went on to say the risk group downloaded proprietary BIG-IP supply code details about vulnerabilities that had been privately found however not but patched. The hackers additionally obtained configuration settings that some prospects used inside their networks.

Management of the construct system and entry to the supply code, buyer configurations, and documentation of unpatched vulnerabilities has the potential to present the hackers unprecedented data of weaknesses and the flexibility to use them in supply-chain assaults on hundreds of networks, lots of that are delicate. The theft of buyer configurations and different information additional raises the danger that delicate credentials may be abused, F5 and out of doors safety consultants stated.

Clients place BIG-IP on the very fringe of their networks to be used as load balancers and firewalls, and for inspection and encryption of knowledge passing into and out of networks. Given BIG-IP’s community place and its position in managing visitors for net servers, earlier compromises have allowed adversaries to increase their entry to different components of an contaminated community.

F5 stated that investigations by two exterior intrusion-response corporations have but to seek out any proof of supply-chain assaults. The corporate connected letters from corporations IOActive and NCC Group testifying that analyses of supply code and construct pipeline uncovered no indicators {that a} “risk actor modified or launched any vulnerabilities into the in-scope objects.” The corporations additionally stated they didn’t establish any proof of essential vulnerabilities within the system. Investigators, which additionally included Mandiant and CrowdStrike, discovered no proof that information from its CRM, monetary, help case administration, or well being methods was accessed.

The corporate launched updates for its BIG-IP, F5OS, BIG-IQ, and APM merchandise. CVE designations and different particulars are right here. Two days in the past, F5 rotated BIG-IP signing certificates, although there was no fast affirmation that the transfer is in response to the breach.

Have smartphones and ubiquitous web entry affected sedentary time amongst youngsters and adolescents? – IJEblog

Epidemiology

Dr. Mike

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October 17, 2025

0

Have smartphones and ubiquitous web entry affected sedentary time amongst youngsters and adolescents? – IJEblog

Jakob Tarp, Knut Eirik Dalene and Ulf Ekelund

As will likely be apparent to anybody on a bus or practice or ready for espresso, entry to screen-based media has been revolutionised over the previous twenty years. In 2020, there have been greater than six billion smartphone customers worldwide and nearly international penetration. But, our understanding of how these units have affected different behaviour, comparable to sedentary time, is restricted.

In our research, not too long ago revealed within the IJE, we used accelerometer measurements of sedentary time collected for the Norway-wide bodily exercise monitoring system to estimate {that a} 9-year-old boy or 15-year-old lady or boy spent, on common, 20 to half-hour extra every day being sedentary in 2018 than in 2005. We additionally discovered that youngsters and adolescents accumulate extra of their sedentary time in longer uninterrupted durations, in contrast with a extra fragmented sample of exercise in 2005. Youngsters and adolescents now spend much less time sitting for brief durations of 5 minutes or much less at a time.

The general public well being penalties of this enhance in sedentary time are unsure. Sedentary time seems to be unrelated to metabolic well being in youth, when moderate- to vigorous-intensity bodily exercise is considered. Nonetheless, extended time spent sitting, significantly display time, may need detrimental influences on different well being dimensions, comparable to psychological well being, and on social interactions.

Trendy societies are extremely automated, with little must expend power in bodily exercise. It’s attainable to get by with as few as 2000 steps a day. Nonetheless, we don’t know the way lively individuals had been earlier than the Industrial Revolution, and even 40 years in the past, earlier than the beginning of the weight problems epidemic within the Eighties. These information merely don’t exist. We will solely depend on comparisons with fashionable hunter–gatherer communities, such because the Hadza in Tanzania, or with non secular teams just like the Amish in North America to get a way of how a lot bodily exercise individuals used to do. However these oblique comparisons give solely suggestive proof of what could possibly be thought-about (in a historic context) as a uniquely inactive human life-style. Integration of the web into many features of every day life would possibly symbolize a landmark within the evolution of how we transfer — or don’t transfer. On the flip facet, these technological developments can be utilized to observe and perceive these modifications.

Our group has beforehand proven that declines in higher-intensity actions can’t clarify the 20- to 30-minute enhance in sedentary time. Which means that the rise in inactive time has come on the expense of lower-intensity bodily exercise, implying that youngsters and adolescents have diminished their engagement in casual actions of every day residing (not train) since 2005. Though our information don’t inform us which actions are being changed, they do establish a shift in time-use that could be amplified by additional integration of internet-based options into every day residing.

We had entry to time-stamped information by means of the Norwegian bodily exercise monitoring system, a collaboration between the Norwegian Institute of Public Well being and the Norwegian College of Sports activities Sciences. This distinctive system just isn’t nested inside a framework protecting a number of well being behaviours (just like the Well being Behaviour in College-aged Youngsters survey) however focuses strictly on assessing bodily exercise. The benefit is that the time and assets used to measure bodily exercise would not have to be balanced towards measurement of different elements.

Nonetheless, few nations have comparable bodily exercise surveillance programs, and even fewer have information from earlier than the 2007 introduction of smartphones. Many nations depend on individuals’s personal perceptions of how a lot time they’re lively and inactive, that are each susceptible to bias and too crude to detect modifications within the patterns of how sedentary time accumulates. Most present bodily exercise surveillance programs are subsequently unlikely to completely seize actual modifications in human motion behaviour throughout the lifespan.

With out applicable surveillance programs, nations will likely be unable to trace the sorts of modifications we discovered and will fail to provoke preventive countermeasures. Integrating device-measured bodily exercise into normal well being surveys is, nonetheless, attainable and one thing we hope and count on to see extra of.

Learn extra:

KE Dalene, E Kolle, J Steene-Johannessen, et al. Machine-measured sedentary time in Norwegian youngsters and adolescents within the period of ubiquitous web entry: secular modifications between 2005, 2011 and 2018. Int J Epidemiol 2022; 1 April. doi: 10.1093/ije/dyac063

Dr Jakob Tarp (@JakobTarp) is a postdoctoral fellow on the Division of Medical Epidemiology, College of Aarhus, Denmark. His analysis pursuits give attention to the well being results of bodily exercise on non-communicable ailments.

Dr Knut Eirik Dalene (@knuteirik47) is a researcher on the Norwegian Institute of Public Well being, Oslo. His analysis pursuits give attention to the well being results of bodily exercise on non-communicable ailments.

Professor Ulf Ekelund (@Ulf_Ekelund) is a professor of bodily exercise epidemiology on the Norwegian College of Sports activities Sciences and a senior researcher on the Norwegian Institute of Public Well being, Oslo. His analysis pursuits give attention to the associations between sedentary time, bodily exercise and non-communicable ailments all through the life course.

The Worth of Experimentation and Causal Inference in Advanced Enterprise Environments

Econometrics

Dr. Mike

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October 17, 2025

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The Worth of Experimentation and Causal Inference in Advanced Enterprise Environments

Abstract: Causality in enterprise means understanding the best way to join the issues we do with the worth we create. A trigger is one thing that makes a distinction (Dave Lewis, Journal of Philosophy, 1973). If we’re thinking about what makes a distinction in creating enterprise worth (what makes a distinction in shifting the truck above), we care about causality. Causal inference in enterprise helps us create worth by offering information about what makes a distinction so we will transfer sources from a decrease valued use (having of us on the again of the truck) to the next valued use (placing of us behind the truck).

We would hear the phrase correlation is just not causation so usually that it may simply be dismissed as a cliche, versus a strong mantra for bettering information and choice making. These distinctions have an necessary that means in enterprise and utilized settings. We may consider companies as collections of selections and processes that transfer and remodel sources. Enterprise worth is created by shifting sources from decrease to increased valued makes use of. Data is an important useful resource in a agency and the essence of organizational functionality, innovation, worth creation, and aggressive benefit. Causal information is not any exception. Half 1 of this collection discusses the information downside and choices.

In enterprise speak may be low cost. With a number of knowledge anybody can inform a narrative to help any choice they wish to make. However good choice science requires extra than simply having knowledge and a very good story, it is about having proof to help choices so we will be taught quicker and fail smarter. Within the diagram above this implies with the ability to establish a useful resource allocation that helps us push the truck ahead (getting individuals behind the truck). Complicated correlation with causation would possibly lead us to consider worth is a matter of fixing shirt colours vs. shifting individuals. We do not wish to be weeks, months, or years down the highway solely to understand that different issues are driving outcomes, not the factor we have been investing in. By that point, our competitors is simply too far forward for us to ever to catch up and it could be too late for us to make up for the losses of misspent sources. Because of this in enterprise, we wish to put money into causes, not correlations. We’re in the end going to be taught both approach, the query is about if we would quite do it quicker and methodically, or slower and precariously.

How does this work? You would possibly have a look at the diagram above and inform your self – it is common sense the place you have to stand to push the truck to maneuver it ahead – I do not want any difficult evaluation or advanced theories to inform me that. That is true for a easy state of affairs like that and certain so for a lot of each day operational choices. Typically frequent sense or subject material experience can present us with enough causal information to know what actions to take. However in the case of informing the tactical implementation of technique (mentioned in half 3 of this collection) we won’t at all times make that assumption. In advanced enterprise environments with excessive causal density (the place the variety of issues influencing outcomes is quite a few), we normally do not know sufficient concerning the nature and causes of human habits, choices, and causal paths from actions to outcomes to account for them nicely sufficient to know – what ought to I do? What creates worth? In difficult enterprise environments instinct alone is probably not sufficient – as I talk about in half 2 of this collection we may be simply fooled by our personal biases and biases within the knowledge and the numerous tales that it may inform.

From his expertise with Microsoft, Ron Kohavi shares, as much as 2/3 of the concepts we’d check in a enterprise setting prove to both have flat outcomes or hurt the metric we are attempting to enhance. In Noise: A Flaw in Human Judgement authors share how usually specialists disagree with one another and even themselves at totally different instances due to biases in judgement and choice making. As Stephen Wendel says you possibly can’t simply wing it with bar charts and graphs when you have to know what makes a distinction.

In software, experimentation and informal inference represents a mind-set that requires cautious consideration of the enterprise downside and all of the ways in which our knowledge can idiot us; separating sign from noise (statistical inference) and making the connection between actions and outcomes (causal inference). Experimentation and causal inference leverages good choice science that brings collectively principle and subject material experience with knowledge so we will make higher knowledgeable enterprise choices within the face of our personal biases and the biases in knowledge. Within the collection of posts that observe, I overview in additional element the ways in which experimentation and causal inference assist us do these items in advanced enterprise environments.

The Worth of Experimentation and Causal Inference in Advanced Enterprise Environments:

Half 1: The Data Downside

Half 2: Behavioral Biases

Half 3: Technique and Techniques

11 Greatest Node Js Books in 2025

Programming

Dr. Mike

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October 17, 2025

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After we speak about any programming language, it’s very straightforward to search out any video course on Udemy or YouTube however when making an attempt to be taught from books, it is likely one of the most tough duties to discover a ebook that will likely be useful for us and straightforward to grasp.

For a newbie who’s simply beginning with programming, I might suggest you to first begin with C because it is likely one of the oldest programming languages and it’s going to aid you in creating your logical ability. Listed here are a number of the handpicked books on C programming language written by a number of the finest authors on the market.

On this submit, we’re going to have a look at a number of the finest books for studying Node Js and these books are specifically handpicked and a variety of time has been devoted whereas choosing every of the books within the listing right here.

Additionally learn How one can Set up Node.js on Home windows, Mac or Linux.

11 Greatest Node Js Books

Get Programming with Node.js

This ebook has 37 fast-paced and enjoyable classes stuffed with practicals and you probably have js abilities, you’re going to lengthen your abilities to put in writing backend code to your subsequent mission.

On buy of this ebook, you’ll additionally get a free eBook in all widespread codecs together with PDF, Kindle and ePub from Manning Publications.

From writing your code for creating webserver to including reside chat to an online app utilizing socket.io, you’ll create eight totally different tasks with this ebook.

You’ll additionally cowl crucial facets of the Node improvement course of. A few of them are safety, database administration, authenticating person accounts, and deploying it to manufacturing.

Node.js Design Patterns

This ebook will aid you in mastering the ideas of asynchronous single thread design of node.

It’s going to aid you in turning into comfy with asynchronous code by leveraging totally different constructs resembling callbacks, promise, mills and async-await syntax.

This ebook will aid you in figuring out crucial issues and apply distinctive methods to realize increased scalability and modularity in your Node.js software.

Starting Node.js

This ebook is all about getting your fingers on Node js, Specific and MongoDB multi function ebook.

The most effective half about this ebook is that this ebook focuses on brief and easy bite-sized chapters.

The final word purpose of the creator is to show you Node, Specific and MongoDB improvement in such a method that you just don’t get overwhelmed at any level of the time.

No earlier information of Node is required. The one factor is required is that you ought to be aware of fundamental programming ideas.

Node Cookbook

This ebook goes that will help you in creating apps utilizing the most effective practices of the node js with improved performances and also you’ll create readily-scalable manufacturing system.

Writing asynchronous event-driven code, construct a quick, environment friendly and scalable client-server resolution utilizing the newest model of Node js.

The most effective half about this ebook is that this ebook goes that will help you in integrating all main databases resembling MongoDB, MySQL/MariaDB, Postgres, Redis and LevelDb, and many others.

This ebook additionally covers the choice for constructing net purposes with the assistance of Specific, Hapi and Koa.

Net Growth with Node and Specific

The creator goes to show you the basics by creating some fictional purposes which might be going to reveal a public web site and a RESTful API.

You’ll create webpage templating system for rendering dynamic knowledge, drive into requests and response objects, middleware and URL routing.

You’ll even be simulating a manufacturing atmosphere for testing and improvement.

You’ll be specializing in persistence with doc databases, notably MongoDB, make your sources accessible to different applications with RESTful APIs, constructing safe apps with authentication, authorization, and HTTPS.

Node.Js Net Growth

Node js development

This ebook will aid you in making a real-time server-side software with a sensible step-by-step information.

This is likely one of the most up to date books on Node Js for net improvement which can train you server-side js with Node Js and Node modules.

This ebook can be going to show you learn how to configure Bootstrap for the mobile-first theme.

You’ll even be utilizing knowledge storage engines resembling MySQL, SQLITE3, and MongoDB.

Understanding the person authentication strategies, together with OAuth, with third-party companies.

Superior Node.js Growth

That is going to be an in-depth information in creating API, constructing a full real-time net app, securing your Node methods, and sensible purposes of the newest Async and Await applied sciences.

Covers the complete vary of applied sciences round Node.js – npm, MongoDB, model management with Git, and plenty of extra.

Superior Node.js Growth is a sensible, project-based ebook that gives you with all it is advisable progress as a Node.js developer.

Use superior third-party Node modules resembling MongoDB, Mongoose, Socket.io, and Specific.

To get essentially the most out of this ebook, you’ll have to know the fundamentals of net design and be proficient with JavaScript.

Node.js 8 the Proper Manner

Node Js 8

We’ll work with many protocols, create RESTful net companies, TCP socket shoppers and servers, and way more.

We’re going to check our code’s performance with Mocha, and handle its life cycle with npm.

We’ll additionally uncover how Node.js pairs a server-side occasion loop with a JavaScript runtime to supply screaming quick, non-blocking concurrency.

Create wealthy command-line instruments and a web-based UI utilizing fashionable net improvement methods.

Starting API Growth with Node.js

API development with Node Js

You’ll be taught all the things it is advisable stand up and working with cutting-edge API improvement utilizing JavaScript and Node.js

Node Js is right for constructing data-intensive real-time purposes that run throughout a number of platforms.

Implement over 20 sensible actions and workout routines throughout 9 matters to bolster your studying.

This ebook will even train you the way you should use JavaScript and Node.js to construct extremely scalable APIs that work properly with light-weight cross-platform shopper purposes.

Develop scalable and high-performing APIs utilizing hapi.js and Knex.js.

This ebook is right for builders who already perceive JavaScript and are on the lookout for a fast no-frills introduction to API improvement with Node.js.

Although prior expertise with different server-side applied sciences resembling Python, PHP, ASP.NET, Ruby will assist, it’s not important to have a background in backend improvement earlier than getting began.

RESTful Net API Design with Node.js 10

RESTful web API Design

We will likely be designing and implementing scalable and maintainable RESTful options with Node.js 10.

When constructing RESTful companies, it’s actually necessary to decide on the appropriate framework.

Node.js, with its asynchronous, event-driven structure, is precisely the appropriate alternative for constructing RESTful APIs.

This third version of RESTful Net API Design with Node.js 10 will train you to create scalable and wealthy RESTful purposes primarily based on the Node.js platform.

You’ll start by understanding the important thing precept that makes an HTTP software a RESTful-enabled software.

You’ll be taught to set correct HTTP standing codes together with understanding learn how to hold your purposes backwards-compatible.

Additionally, whereas implementing a full-fledged RESTful service, you’ll use Swagger to doc the API and implement automation exams for a REST-enabled endpoint with Mocha.

In case you are an online developer eager to counterpoint your improvement abilities to create server-side RESTful purposes primarily based on the Node.js platform, this ebook is for you.

Some information of REST could be an added benefit however is certainly not a necessity.

Specific in Motion

Express in action

This ebook, “Specific in Motion” is a rigorously designed tutorial that teaches you learn how to construct net purposes utilizing Node and Specific.

On buy of this ebook, you’ll additionally get a free eBook in all widespread codecs together with PDF, Kindle and ePub from Manning Publications.

This ebook goes to introduce you to Node’s highly effective options and learn how to work with Specific in creating scalable net purposes.

To get essentially the most out of this ebook, you’ll have to know the fundamentals of net design and be proficient with JavaScript.

Since you’ve got made it until right here, I recognize your keep and your suggestions will likely be extremely appreciated.

Properly, this was all about finest books for Node Js. When you’ve got discovered this submit useful, please share it with your folks or colleagues who’re on the lookout for some Node Js books.

And you probably have began with Node Js improvement and caught in some form of downside or bug, you’ll be able to depart your remark right here and we’ll get again to you quickly🤓.

Thanks to your go to and in case you are new right here, think about subscribing to our e-newsletter. See you in my subsequent submit. Bye! Take Care!

Grading our 2025 Oscars Machine Studying Predictions – The Official Weblog of BigML.com

Machine Learning

Dr. Mike

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October 17, 2025

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Grading our 2025 Oscars Machine Studying Predictions – The Official Weblog of BigML.com

The 97th Academy Awards have been handed out final night time with over a billion individuals all over the world witnessing the ceremonies efficiently hosted by Conan O’Brien. The impartial film dubbed the strip membership Cindrella story, Anora, was the massive winner of the night time with 5 wins with 4 in main classes. It was a Cindrella story, certainly, as Oscar-winning director Sean Baker achieved wonders by turning into the primary particular person in Academy Awards historical past to win 4 Oscars in the identical night time for a similar film. This, regardless of a meager $6 million funds going up in opposition to the massive funds behemoths like Dune: Half Two with its $190 million purse.

The Brutalist claimed three Oscars adopted by Depraved and Dune: Half Two with two every. The controversial musical entry, Emilia Perez, with a close to document 13 nominations solely ended up with the Greatest Supporting Actress and Greatest Authentic Track Oscars when it was all mentioned and accomplished.

Prediction Outcomes and Evaluation

This yr, we acquired six of the eight main classes proper. Our fashions missed out on the extremely aggressive Greatest Actress class having picked Demi Moore over Anora‘s Mikey Madison, whom was our second selection. Within the traditionally difficult screenplay classes, we had the suitable decide in Anora for the Greatest Authentic Screenplay however didn’t get successful on the Greatest Tailored Screenplay having picked the longshot Nickel Boys over the eventual winner Conclave.

Within the craft/technical classes, we had a good hit price of seven out of 11 this yr. Greatest Worldwide Movie and Greatest Animated Movie awards went to our second picks whereas Greatest Movie Enhancing and Greatest Authentic Rating winners have been our fourth general picks. We’ll undoubtedly do some extra homework in these areas within the coming years. In conclusion, we predicted 13 out of 19 award winners for a 68% general hit price.

Regardless of these misses, our fashions did effectively since getting 13 out of 19 predictions proper with wherever between 5 to 10 nominees for every class is equal to discovering the one appropriate mixture out of two,441,406,250 potential mixtures. The tables under summarize the prediction outcomes per class.

After all, we all the time welcome our customers to provide you with artistic concepts of their very own together with including new knowledge factors to additional enrich our public dataset. That is in keeping with BigML’s long-term dedication to creating Machine Studying accessible to everybody due to clear white-box modeling and workflows constructed on prime of our confirmed algorithms.

Historical past to Date Predictions Efficiency

We’ve additionally up to date the cumulative desk under that compiles all our predictions between the 2018 and 2025 Oscars and the corresponding hit charges for the foremost classes. Along with the High Picks that we yearly shared in our previous blogs, this desk lists how the accuracy metric improves if we additionally think about the flicks that obtained the best two (High 2) or three (High 3) scores. The High Picks alone had a mean 71% hit price, whereas the protection reaches 95% with the High 3 taken into consideration.

NOTE: Authentic and Tailored Screenplay predictions apply solely to 2019-25.

Because the pioneers of ML-as-a-Service right here at BigML, we invite many extra of you to place your Machine Studying expertise to the take a look at shortly with this very approachable expertise follow use case and accomplish that with out the overhead of getting to obtain and set up many open-source packages worrying about compatibility points or hard-to-decipher error messages. It takes simply 1 minute to create a FREE account and about as a lot time to clone the flicks dataset to your account. As all the time, tell us how your outcomes prove at suggestions@bigml.com!

Utilizing Valkey on Azure and in .NET Aspire

IT

Dr. Mike

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October 17, 2025

0

Utilizing Valkey on Azure and in .NET Aspire

Utilizing RESP to hyperlink Valkey to code

.NET Aspire’s current Redis consumer will work with Valkey; all that you must do is be certain that you’re utilizing the proper connectionName. Microsoft gives Aspire implementation particulars for 3 completely different Valkey situations: commonplace cache, distributed cache, and output cache. The documentation isn’t fairly full, because it usually refers to Redis relatively than Valkey, however Aspire treats the 2 interchangeably so it’s not too obscure what to do and when.

One other benefit to utilizing Valkey with Aspire: You possibly can make the most of Aspire’s observability instruments, well being checks, logging, and its built-in developer dashboard to watch operations—together with your cache. Having instruments that handle software well being is vital, particularly when constructing the distributed, cloud-native functions that depend on providers like Valkey.

As Valkey continues to diverge from Redis, it’s value maintaining a tally of each tasks, as every will handle completely different use circumstances and help completely different software architectures. For now, nonetheless, because of RESP, they can be utilized comparatively interchangeably, permitting you to decide on one or the opposite and swap to whichever works greatest for you and your undertaking. With primary help in each AKS and .NET Aspire, and a significant new launch of Valkey across the nook, it’s an appropriate time to provide it a attempt.