Mon.Dec 12, 2022

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Know about Zero Shot, One Shot and Few Shot Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Humans can identify new objects with fewer examples. However, machines would require thousands of samples to identify the objects. Learning from a limited sample would be challenging in machine learning. Having challenges, in recent advances, Machine learning has come up with new […].

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Top Posts December 5-11: 4 Useful Intermediate SQL Queries for Data Science

KDnuggets

4 Useful Intermediate SQL Queries for Data Science • How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • 3 Free Machine Learning Courses for Beginners • 7 Essential Cheat Sheets for Data Engineering • 7 Techniques to Handle Imbalanced Data.

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Understand the ACID and BASE in Morden Data Engineering

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Dear Data Engineers, this article is a very interesting topic. Let me give some flashback; a few years ago, Mr.Someone in the discussion coined the new word how ACID and BASE properties of DATA. Suddenly drop silence in the room. Everyone started […]. The post Understand the ACID and BASE in Morden Data Engineering appeared first on Analytics Vidhya.

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From Data to Verse: KDnuggets and ChatGPT in Conversation

KDnuggets

KDnuggets recently had the opportunity to sit down with newly-released acclaimed artificial intelligence ChatGTP from OpenAI. What we found during the course of conversation was both interesting and surprising. Read on to find out what ChatGPT knew about data science and much more.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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 10 Guest Authors on Analytics Vidhya in 2022

Analytics Vidhya

Data science is one of India’s rapidly growing and in-demand industries, with far-reaching applications in almost every domain. Not just the leading technology giants in India but medium and small-scale companies are also betting on data science to revolutionize how business operations are performed. Data science is the field where large datasets are collected, analyzed, […].

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Microsoft signs $2.8B cloud deal with London Stock Exchange Group

CIO Business Intelligence

Microsoft has signed a 10-year deal with the London Stock Exchange Group (LSEG) that calls for the software giant to buy a 4% stake in the exchange in order to jointly develop new products and services for data and analytics. Microsoft will buy the stake from a Blackstone and Thomson Reuters consortium, which previously sold the financial data company Refinitiv to LSEG for £22bn (US$26.9 billion) in 2021.

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SAP Innovation Awards: Celebrating 10 Years of Innovation

CIO Business Intelligence

It’s human nature — as well as the nature of this magnificent planet — that change is constant. But sometimes, change can be perceived as bad. We see and feel this in the form of climate change, supply chain issues, and sustainability challenges, just to name a few. But are these problems insurmountable? No. Rather, we see these as opportunities to innovate and make positive changes.

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Dealing With Limited Datasets in Machine Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In machine learning and deep learning, the amount of data fed to the algorithm is one of the most critical factors affecting the model’s performance. However, in every machine learning or deep learning problem, it is impossible to have enough data to […]. The post Dealing With Limited Datasets in Machine Learning appeared first on Analytics Vidhya.

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Cloud Technology is Essential for Transitioning to Remote Teams

Smart Data Collective

More companies are investing in cloud technology to jumpstart their growth. One of many reasons that people are using cloud computing is that it helps them create cohesive remote teams. This is one of the many reasons that more organizations are shifting towards a global workforce. Cloud Technology is Driving More Companies Towards Embracing Remote Teams.

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Customer Segmentation using RFM Analysis in Tableau

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Customer segmentation is the process by which we divide customers into groups based on common characteristics like demographics (age, gender, income, etc.), geography, psychology, and behavior. The main aim of customer segmentation is to identify different groups of customers so that specific […].

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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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IT monitoring is mission critical. It’s time to evolve the helpdesk

CIO Business Intelligence

Digital transformation and the shift to hybrid working are unlocking new revenue opportunities for businesses, driving operational efficiencies, and improving employee experiences. But for IT teams, the two trends are also bringing a range of challenges. First, IT teams must manage ever more decentralised networks that extend to anywhere an employee can connect to corporate systems with a device.

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Upcoming DataHour Sessions 2022 – Register NOW!

Analytics Vidhya

Introduction Do you know that, for the past 5 years, ‘Data Scientist’ has consistently ranked among the top 3 job professions in the US market? Having Technical skills and knowledge is one of the best ways to get a hike in your career path. Keeping this in mind, many working professionals and students have started […]. The post Upcoming DataHour Sessions 2022 – Register NOW!

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How to Set Yourself Apart from Other Applicants with Data-Centric AI

KDnuggets

This article is designed to help you prepare for the job market and get yourself noticed in the industry.

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How I Took 3 Months Off Work

Depict Data Studio

“Are you going to write a blog post about taking 3 months off??” a colleague asked me. “I wasn’t planning on it. I wanted to take off the summer to be with my kids, so I did. I didn’t do anything profound.”. “But that’s exactly what’s profound about it – that you don’t even think it’s a big deal.”. — Here’s how it worked. When kindergarten ended and the kids went on summer break, so did I.

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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 to Make Documenting Code Easier

KDnuggets

Helping programmers write better code documentation with maximum effort.

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insightsoftware Takes Jet Analytics to the Cloud

Jet Global

Adopting a new SaaS model, Jet Analytics Cloud is delivered via Microsoft Azure to provide a seamless and enhanced user experience. Raleigh, N.C., December 12, 2022— insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced the release of Jet Analytics Cloud. This launch is a managed services offering of insightsoftware’s Jet Analytics reporting and analytics solution, which is designed to simplify financial and operational reporting as we

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The Year in Review: Best New Features in Dataiku

Dataiku

It’s hard to believe, but we’ve reached the end of another year.

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Broadcom Software: Taming IT Complexity through Effective Strategies and Partnerships

CIO Business Intelligence

By Andy Nallappan, Chief Technology Officer and Head of Software Business Operations, Broadcom Software The information technology that enables scientific and commercial breakthroughs, from precision medicine to digital transformation, demonstrates tech’s boundless potential to improve our world. Yet, tech practitioners have long traded progress for increased complexity.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Go Hybrid & Multi-Cloud or Don’t Go

Cloudera

Over the past few months industry analysts have been making some pretty controversial recommendations for data management in the cloud. For a thoughtful and entertaining analysis, I strongly recommend you spend a few minutes watching the keynote session by Pat Moorhead, CEO Moor Insights & Strategy, at the Evolve 2022 Data event in New York. His takeaway: “The world is very much going to be hybrid and multi-cloud.