Mon.Jan 16, 2023

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Governing Ethical AI: Rules & Regulations Preventing Unethical AI

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Artificial intelligence (AI) is rapidly becoming a fundamental part of our daily lives, from self-driving cars to virtual personal assistants. However, as AI technology advances, it is crucial to consider the ethical implications of its development and use. The use of AI […].

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7 tell-tale signs of fake DevOps

CIO Business Intelligence

There’s no doubt that DevOps has helped many IT organizations achieve their goal of delivering applications and services faster and better than traditional software development processes. Unfortunately, while some IT leaders do a fine job of trumpeting DevOps’ benefits, their teams are headed in the wrong direction , embracing half-baked or completely wrong tools and practices.

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Unveiling Financial Insights: A Financial EDA Journey

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Once upon a time, there was an individual trader named Anand. He was a novice in the finance industry, and like many traders, he struggled to find a consistent and profitable trading strategy. Anand was determined to improve his skills and searched […]. The post Unveiling Financial Insights: A Financial EDA Journey appeared first on Analytics Vidhya.

Finance 304
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Choice Hotels’ all-in cloud journey to sustainable business value

CIO Business Intelligence

Choice Hotels International’s early and big bet on the cloud has allowed it to glean the many benefits of its digital transformation and devote more energies to a key corporate value — sustainability, its CIO maintains. That is largely due to the 80-year-old hotel chain’s tight partnership with Amazon Web Services, says Choice CIO Brian Kirkland, who claims his company is enjoying the cost benefits and energy efficiencies of the cloud while exploiting many of 225 related services AWS offers such

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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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AI In Agriculture: Using Computer Vision To Improve Crop Yields

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Agriculture plays a crucial role in feeding the growing global population; however, farmers are facing increasing challenges in crop yields due to climate change, water scarcity, and the need for sustainable farming practices. According to the Food and Agriculture Organization of the […].

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7 Mistakes to Avoid When Using Machine Learning for SEO

Smart Data Collective

Companies around the world are projected to spend over $300 billion on machine learning technology by 2030. There are a growing number of reasons that companies are investing in machine learning, but digital marketing is at the top of the list. SEO, in particular, relies more heavily on machine learning these days. More Companies Are Discovering the Benefits of Using Machine Learning for SEO A few years ago, we wrote an article pointing out that machine learning is rewriting the rules of SEO.

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Top Posts January 9-15: Python Matplotlib Cheat Sheets

KDnuggets

Python Matplotlib Cheat Sheets • How to Select Rows and Columns in Pandas • 7 Best Platforms to Practice SQL • How to Perform Unit Testing in Python? • Google Data Analytics Certification Review.

Testing 107
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Food Waste Management: AI Driven Food Waste Technologies

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In today’s world, where the population is increasing at an alarming rate, food waste has become a major issue. According to recent statistics, one-third of all food produced globally is wasted. This results in a significant loss of resources and contributes to […].

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KDnuggets Top Posts for December 2022: 5 Python Projects for Data Science Portfolio

KDnuggets

3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap •Markdown Cheat Sheet • Learn Data Science From These GitHub Repositories • 7 Essential Cheat Sheets for Data Engineering • Scikit-Learn Cheat Sheet for Machine Learning • 7 Super Cheat Sheets You Need To Ace Machine Learning Interview.

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Top 11 Most-asked Interview Questions on GAN Architecture

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Generative adversarial networks (GANs) are an innovative class of deep generative models that have been developed continuously over the past several years. It was first proposed in 2014 by Goodfellow as an alternative training methodology to the generative model [1]. Since their […].

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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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Data Lakes and SQL: A Match Made in Data Heaven

KDnuggets

In this article, we will discuss the benefits of using SQL with a data lake and how it can help organizations unlock the full potential of their data.

Data Lake 108
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Case Study – Augmented Analytics for a Share Broking & Securities Trading Company in India

Smarten

The client is a leading financial securities firm that offers online digital contacts, transparent trading practices and extends personalized customer service and support. Their services include brokerage, investment advisory, financial services and portfolio management in stock markets, debt markets as well as derivatives markets. The company is a respected corporate member of the National Stock Exchange (NSE) of India.

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ChatGPT: Everything You Need to Know

KDnuggets

All you need to know about ChatGPT: what it can do, how it works, and its limitations.

IT 133
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The Progression of Sue Griffey’s Year-End Infographic

Depict Data Studio

Are you working on a year-end infographic? Maybe you’d like to showcase your company’s achievements over the past year. Maybe you’d like to celebrate your own achievements. Infographics are a great way to visualize key points (without boring our audiences, which can happen in lengthy reports). Back in December 2022, Sue Griffey brought her draft infographics to our weekly Office Hours.

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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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Explainable AI: 10 Python Libraries for Demystifying Your Model’s Decisions

KDnuggets

Become familiar with some of the most popular Python libraries available for AI explainability.