Mon.Oct 31, 2022

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Explainable Artificial Intelligence (XAI) for AI & ML Engineers

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Hello AI&ML Engineers, as you all know, Artificial Intelligence (AI) and Machine Learning Engineering are the fastest growing filed, and almost all industries are adopting them to enhance and expedite their business decisions and needs; for the same, they are working on various aspects […].

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AI Data, Traditional Trading, and Modern Investments

Smart Data Collective

Artificial intelligence is drastically changing the future of finance. Financial institutions spent over $10.1 billion on AI last year. One of the many ways that AI is being leveraged in finance is by helping improve the experience of investors. Modern investors enjoy a much smoother trading experience than their predecessors. Thanks to the invention of the internet, everything from conducting trades to downloading comprehensive reports can be completed almost instantly.

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15 Free Machine Learning and Deep Learning Books

KDnuggets

Check out this list of 15 FREE ebooks for learning machine learning and deep learning.

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Top Solutions for Cybersecurity Regulatory Compliance

Smart Data Collective

As the Internet of Things becomes increasingly instrumental in the workplace, company and consumer data risk grow. It’s no secret that hackers have discovered and implemented complex methods to access crucial data from businesses of all sizes across all industries, including the federal government. The rising threat and vulnerabilities have ultimately prompted state and federal officials to enact cybersecurity regulations to strengthen data protection nationwide.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Top Posts October 24-30: How to Select Rows and Columns in Pandas

KDnuggets

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Decision Tree Algorithm, Explained • Graphs: The natural way to understand data • 7 Techniques to Handle Imbalanced Data • A Data Science Portfolio That Will Land You The Job in 2022.

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Product manager salary: Pay range factors, tips for making more

CIO Business Intelligence

As project-based business practices give way to product-focused cross-functional teams, the product manager role is taking on prominence, increasingly attracting interest from job candidates who might otherwise go into IT. A product manager coordinates technical, marketing, and business functions, taking ownership over a specific product or service over the course of its lifecycle.

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What a Combined Broadcom and VMware Can Deliver to Our Customers

CIO Business Intelligence

By Hock Tan, Broadcom President & CEO Over the last several weeks, I have had the opportunity to visit with Broadcom customers around the world to discuss what’s on the horizon as they navigate increasingly complex IT operating environments. During these visits, I’ve also answered their questions and shared our vision of what a combined Broadcom and VMware will look like following the close of the transaction.

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Sirius Federal Awarded CMMI Level 3 Certification

CDW Research Hub

Sirius Federal, a CDW Company, a leading national IT solutions integrator for the federal government, announced today that it has been awarded the distinguished Capability Maturity Model Integration (CMMI) Level 3 certification. The CMMI certification was created by the Software Engineering Institute (SEI) to identify organizations that consistently deliver quality software on time and within budget.

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Avoiding a Stay at a Haunted Hotel And Why We Need a Travel App for That

CIO Business Intelligence

Imagine booking a room at a small, charming, off-the-beaten-path hotel on the Hawaiian island of Kauai using a popular mobile travel app, only to discover that the room is… haunted! That’s what happened to my friend Dana. As Dana told it, she went to bed at midnight after a long travel day. But that didn’t go as planned. She struggled to sleep. Then, at 3 A.M., Dana claims she saw a pale, vaporous head of an older fellow floating above her bed, mouthing words she could not hear.

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Returning to PASS Summit

Tim Mitchell

In just a couple of weeks, the PASS Summit will return to Seattle, Washington. This one will be extra special, since it’s going to be the first in-person Summit in three years. When COVID upended normal life back in March of 2020, it also had a huge impact on in-person events. That year, the PASS Summit was changed from in-person. The post Returning to PASS Summit appeared first on Tim Mitchell.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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How Insurers Can Tip the Scales With AI

Dataiku

The insurance industry is one of the oldest in the modern world. And like all aged, stately things, it moves both gracefully and slowly. One of the consequences of the industry’s inertia has also become one of its biggest pain points: its reluctance to evolve out of the many legacy technologies upon which it continues to rely.

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How to Write about Research Methods Like a Human (and Not a Textbook)

Depict Data Studio

Did you devote years of your life trying to sound “smart” and “professional,” like a textbook? I did. I taught myself how to write in third-person language. I called myself “The researcher…” instead of plain ol’ “I…”. I replaced my everyday words with “smart” synonyms. I literally paged through my GRE study guide. I tried to use as many GRE vocab words as possible.

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Data Observability: The Key to Making Data Consumers Happy Without Killing Yourself

Octopai

It’s all Amazon’s fault. Today’s consumers expect products to be: easy to find and order available to the exact specs they want top quality delivered the same day. They also would prefer to go through the order process without needing to speak to a human being. Except, of course, if something goes wrong, in which case ideally a human representative should be reachable immediately.

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End User Data Threats Businesses Can’t Ignore

Smart Data Collective

Over the past few years, businesses have transitioned their operations from in-house to remote and hybrid environments. While the shift was temporary and necessary amid the pandemic, benefits like reduced overhead, flexible work schedules, improved morale, enhanced customer experience, and accessibility to larger markets encouraged many to make the change permanent.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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How business password managers solve the chaos of password misuse

CIO Business Intelligence

For network administrators, passwords are like an old but increasingly unreliable friend. While easy to use on a single site, employees often choose weak ones, which makes them easy to brute force. Even when they’re strong, using them across multiple logins means employees end up with too many to remember in ways that encourage the risky habit of password reuse.

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You Can Have Traditional BI and Augmented Analytics!

Smarten

Does My Business Needs Both Traditional BI & Augmented Analytics? AND, Is it Possible to Have Both? Every business is unique and it is that unique character that drives its decisions. When it comes to analytics, and the democratization of data throughout the enterprise, the choices a business makes will be based on its unique needs. Gartner has predicted that, ‘60% of organizations will compose components from three or more analytics solutions to build business applications infused with ana