Mon.Jan 24, 2022

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Practical Steps to Avoid AI Accidents

Dataiku

Have you heard about rogue AI? One classic example is the Tay chatbot, which was trained on the comments section of the internet and, in hindsight, did exactly what a comments section does. There’s no shortage of other examples, because when AI goes rogue it is sure to make the news!

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A Basic Guide To Kubernetes in Production

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Modern applications are popularly made using container orchestration systems and microservice architecture. In 2014, the first echoes of the word Kubernetes in tech were heard, and the conquest of Kubernetes is due in no small amount to its flexibility and authority. Back […].

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The Best Python Courses: An Analysis Summary

KDnuggets

What does the data reveal if we ask: "What are the 10 Best Python Courses?". Collecting almost all of the courses from top platforms shows there are plenty to choose from, with over 3000 offerings. This article summarizes my analysis and presents the top three courses.

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Introductory note on Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning?—?whatever you’re doing if you don’t understand it?—?learn it. Because otherwise you’re going to be a dinosaur within 3 years. -Mark Cuban This statement from Mark Cuban might sound drastic – but its message is […].

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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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3 Reasons Why Data Scientists Should Use LightGBM

KDnuggets

There are many great boosting Python libraries for data scientists to reap the benefits of. In this article, the author discusses LightGBM benefits and how they are specific to your data science job.

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Polars - A lightning fast DataFrames library

Domino Data Lab

We have previously talked about the challenges that the latest SOTA models present in terms of computational complexity. We've also talked about frameworks like Spark, Dask, and Ray , and how they help address this challenge using parallelization and GPU acceleration.

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Businesses Find Brilliant New Ways to Leverage the Power of Data

Smart Data Collective

Big data is undoubtedly changing the future of modern business. One study from KPMG found that 70% of businesses feel their big data initiatives are going to be invaluable to the future of their business model. How they choose to leverage their data is going to be vital to their future success. Smart Businesses Search for New Ways to Leverage Big Data.

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When Does VMware Cloud on AWS Make Sense?

CDW Research Hub

Often companies ask us, when does VMware Cloud (VMC) and Amazon Web Services (AWS) make sense? There are several compelling business factors that drive this solution for many clients which we’ll discuss, but the reality is that it is not a technical driver, it is a business driver. Taking advantage of the cloud in native formats requires an organization to make culture changes in how its IT is conducted and to its governance model.

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Securing Venture Capital for Your New Cloud Startup

Smart Data Collective

Are you trying to grow or launch a cloud technology startup? You won’t be able to do so without a significant amount of capital. Recent news reports on Infracost can give you some insights on the cost of launching a cloud startup. This company raised over $2.2 million in funding to grow its operations. Of course, they had to spend a lot more money to start their business in the first place.

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Data for Good

Cloudera

Many organizations initiate data projects because they want to increase revenue, but a select few tackle projects that truly transform society. . This year, Cloudera is recognizing three organizations as finalists in the Data for Good category of its annual Data Impact Awards : Union Bank of the Philippines, Keck Medicine of USC, and the National Bone Marrow Donor Program.

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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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Nutanix® Solutions Provide Data and Security Protection for State, Local, and Education Organizations

Nutanix

Cybersecurity attacks are becoming progressively complex with an increase in Cloud, Digitization, and Work-from-Anywhere practices. State, Local, and Education (SLED) organizations must begin improving their security posture and aligning to a Zero Trust Architecture (ZTA).

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PODCAST: The Yin Yang Circle of Decision Making for Women Leaders

bridgei2i

PODCAST: The Yin Yang Circle of Decision Making for Women Leaders. Listening time: 16 minutes. The Yin Yang Circle of Decision Making for Women Leaders. In this special episode of our podcast, Rajani Rai, an AI practitioner and Director of Innovation and AI Labs at BRIDGEi2i, talks about her journey in analytics, the unconventional choice of working with a startup, and addresses the multi-faceted challenges that came her way both personally and professionally.

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Watch the Eleventh Video in Our Snowflake Tutorial Series

CDW Research Hub

Snowflake is the data cloud that boasts instant elasticity, secure data sharing, and per-second pricing across multiple clouds. Its ability to natively load and use SQL to query semi-structured and structured data within a single system simplifies your data engineering. Sirius’ Snowflake Immersion Days video series are virtual learning sessions designed to provide technical, hands-on training for data engineers and data analysts.

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Global Tax Trends in 2021 and 2022: How to Manage Through an Era of Transformation

Jet Global

The first few years of the 21st century’s third decade will be remembered as a time when the global tax community committed to significant change. Although political and socioeconomic unrest continues, a behind-the-scenes agreement on a standard corporate tax rate and the move towards a tax regime better suited to the digital age has established new parameters for the future.

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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.