Wed.Feb 02, 2022

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Addressing User Management in Business Tools With Dataiku

Dataiku

With the number of different websites, platforms, and services available these days, it’s nearly impossible to keep track of all your subscriptions. And this not only applies to our personal credit cards, but also with our corporate teams’ and investments as well.

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MLOps Part 1: Revealing the Approach behind MLOps

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Table of contents Overview Traditional Software development Life Cycle Waterfall Model Agile Model DevOps Challenges in ML models Understanding MLOps Data Engineering Machine Learning DevOps Endnotes Overview: MLOps According to research by deeplearning.ai, only 2% of the companies using Machine Learning, Deep learning have […].

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5 Ways To Use AI For Supply Chain Management

KDnuggets

Using AI to help optimize supply chain management is becoming more prevalent across industries. Early adopters are more resilient and prepared for the inevitable future of artificial intelligence within the supply chain management industry.

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Ethics in Data Science and Proper Privacy and Usage of Data

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Data may be utilized to make decisions and have a large influence on businesses. However, this valuable resource is not without its drawbacks. How can businesses acquire, keep, and use data in an ethical manner? What are the rights that must be protected? Some […]. The post Ethics in Data Science and Proper Privacy and Usage of Data appeared first on Analytics Vidhya.

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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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Baidu Research Unveils Top 10 Tech Trends Forecast for 2022

KDnuggets

These are Baidu's top 10 tech trends for 2022, which center on three key pillars: AI core technologies, interdisciplinary & cross-domain research, and industrial & social values.

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Auto-Sklearn: Accelerate your machine learning models with AutoML

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction AutoML is a relatively new and upcoming subset of machine learning. The main approach in AutoML is to limit the involvement of data scientists and let the tool handle all time-consuming processes in machine learning like data preprocessing, best algorithm selection, hyperparameter tuning, […].

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What Is a Predictive Analytics AI-Powered SaaS Platform &?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Predictive analytics powered by AI technology is changing the world as we know it. Nowadays, there is an ocean of data available for every industry. However, finding the gems that answer your business questions is as hard as navigating a real ocean on […]. The post What Is a Predictive Analytics AI-Powered SaaS Platform &amp?

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Free 4 Week Data Science Course on AI Quality Management

KDnuggets

Are you interested in learning more about how to analyze and improve the performance and trustworthiness of your machine learning models? Then this 4-week, live online course is for you.

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Text Summarisation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Text Summarisation is an important Natural Language Processing(NLP) task. Text summarisation involves condensing a larger text into smaller sizes by preserving the meaning to convey the core message of the text. Basically, it wraps up long text into main points so that we […].

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IBM ranked #1 for AI lifecycle software market share in IDC report

IBM Big Data Hub

Today, industry leaders remain laser-focused on expanding their digital advantage to increase agility, innovation and resiliency, all while setting their sights on developing future revenue streams. Artificial intelligence (AI) is an essential instrument for reshaping businesses both now and in the future, with three in four organizations deploying or ramping up their AI efforts, according to Morning Consult’s April 2021 research.

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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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Industrial Application of NLP: Task I

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. An end-to-end Guide on Consumer Complaint Segregation using NLP […]. The post Industrial Application of NLP: Task I appeared first on Analytics Vidhya.

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Case Study – Augmented Analytics OEM Partnership for U.S. Healthcare ERP Business

Smarten

Our Partner is a healthcare service provider in the United States providing a web-based, patient-centric, healthcare management solution and workflow solutions to increase operational efficiency and reduce costs for its hospitals and healthcare facility Clients. Since 1999, the Partner has provided services to the durable medical equipment and supply market with solutions that benefit many healthcare organizations and clinics in the U.S.

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The 7 Stages of Data Projects

Juice Analytics

Why do data projects take so long? It’s exhausting — finding data, cleaning data, identifying problems in the data, creating presentations, hitting resistance.on and on. I’ve seen the struggle up close for over 15 years. It is my belief that the challenges of analytics have less to do with technology limitations and more to do with people challenges.

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The Next Generation of AI: A Conversation with Dan Wright and Debanjan Saha

DataRobot Blog

Today, I’m thrilled to welcome Debanjan Saha to DataRobot as our new President and Chief Operating Officer (COO). Debanjan joins us at a critical juncture in DataRobot’s growth journey as we supercharge and scale our innovation and impact for our customers around the world. AI has the potential to reshape nearly every business and every industry , from restoring resilience in supply chains to accelerating the treatment and prevention of countless diseases.

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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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Budget Forecasting: What It Is and How To Do It

Jet Global

We often hear different terms used to describe forward-looking versions of a company’s financial statements. People frequently use these terms interchangeably, with some having a deeper understanding of the nuances in terminology than others. Forward-looking financial documents may include budgets, projections, forecasts, and pro forma financials. All of these represent hypothetical situations–that is, they are estimates or educated guesses (or occasionally just wishful thinking) about what may