Tue.May 25, 2021

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Detailed Guide To Bayesian Decision Theory – Part 2

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This is Part-2 of the 4-part blog series on Bayesian. The post Detailed Guide To Bayesian Decision Theory – Part 2 appeared first on Analytics Vidhya.

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AI Powered Misinformation and Manipulation at Scale #GPT-3

O'Reilly on Data

OpenAI’s text generating system GPT-3 has captured mainstream attention. GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. The output produced from this autocomplete bot can be used to manipulate people on social media and spew political propaganda, argue about the meaning of life (or lack thereof) , disagree with the notion of what differentiates a hot-dog from a sandwich , take upon the

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All you need to know about your first Machine Learning model – Linear Regression

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction If you are reading this article, I am assuming that. The post All you need to know about your first Machine Learning model – Linear Regression appeared first on Analytics Vidhya.

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Make These Three AI Marketing Mistakes at Your Peril

Smart Data Collective

Artificial intelligence is dramatically altering the future of business as we know it. A growing number of companies are finding that AI is helping them reach more customers through more targeted advertisements and data-driven customer engagement strategies. How much are companies investing in AI marketing strategies? One study found that 51% of major ecommerce companies are investing in AI to automate their marketing channels.

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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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Bitcoin Price Prediction Using Recurrent Neural Networks and LSTM

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Index Introduction Understanding Bitcoin Technologies used Getting real-time cryptocurrency data (bitcoin). The post Bitcoin Price Prediction Using Recurrent Neural Networks and LSTM appeared first on Analytics Vidhya.

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Dashboard Design and “The Big Picture” in Dataviz: A Conversation with Steve Wexler

Depict Data Studio

I recently had the chance to talk with Steve Wexler, founder of Data Revelations, author of The Big Picture: How to Use Data Visualization to Make Better Decisions- Faster and co-author of The Big Book of Dashboards: Visualizing Your Data Using Real-World Business Scenarios. Steve joined as a special guest for the Dashboard Design Full Course where participants get hands-on training and access to special guest speakers in real time. .

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Organizations Use Robotic Polishing for AI-Driven Manufacturing

Smart Data Collective

A number of manufacturers have started using artificial intelligence more than ever. They have found that AI is a vital component of their operations, so it cannot be overlooked. ResearchandMarkets.com projects that the market for AI in manufacturing will be worth $16.7 billion by 2026. One of the many awesome things about AI is that it can help streamline the manufacturing process.

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Item-based Collaborative Filtering : Build Your own Recommender System!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A detailed guide to implementing a recommender system in a. The post Item-based Collaborative Filtering : Build Your own Recommender System! appeared first on Analytics Vidhya.

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Session-based Recommender Systems

Cloudera

Recommendation systems have become a cornerstone of modern life, spanning sectors that include online retail, music and video streaming, and even content publishing. These systems help us navigate the sheer volume of content on the internet, allowing us to discover what’s interesting or important to us. The classic modeling approaches to recommendation systems can be broadly categorized as content-based, as collaborative filtering-based, or as hybrid approaches that combine aspects of the two.

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Beginners Guide to Artificial Neural Network

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Deep Learning which is a subset of Machine Learning. The post Beginners Guide to Artificial Neural Network appeared first on Analytics Vidhya.

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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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Veteran x Newbie Dataiker: Meet Elisa, Head of User Experience and Léo, Head of Research

Dataiku

Ever wanted to know more about the people behind your favorite Enterprise AI platform? You're in luck — every few weeks, meet some of the humans at Dataiku working every day to ensure customers and users find success on their path to Enterprise AI.

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One-stop-shop for Connecting Snowflake to Python!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon In this article, we will learn to connect the Snowflake database. The post One-stop-shop for Connecting Snowflake to Python! appeared first on Analytics Vidhya.

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Will Open Banking Enhance the Quality of Daily Life?

Teradata

Banking organizations embracing an interest in improving the quality of their customers’ lives will be rewarded with the sustained inspiration needed to anticipate & deliver personalized services.

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Getting familiar with PyCaret for anomaly detection

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview Understanding anomalies via exploratory anomalies detection analysis a Setting up. The post Getting familiar with PyCaret for anomaly detection appeared first on Analytics Vidhya.

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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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ContagionNET Wins Innovation Award

DataRobot

DataRobot is excited to be awarded the 2021 ACT-IAC Innovation Award for ContagionNET, our pioneering rapid antigen test for COVID-19 that is at the forefront of pandemic preparedness and response. At the beginning of the pandemic, DataRobot committed to fighting against COVID-19 from a data science perspective. As part of these efforts, we built accurate predictive models to determine the spread of the disease weeks and months in advance of a surge.

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Simplifying Maths behind Principal Component Analysis

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon PCA is the most important technique for dimensionality reduction for linear. The post Simplifying Maths behind Principal Component Analysis appeared first on Analytics Vidhya.

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Application Mobility Across Cloud Is No Longer a Pipedream

Nutanix

Hybrid and Multicloud Use Case Series

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Computer Vision Using OpenCV – With Practical Examples

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Hello Readers!! OpenCV is a very famous library for computer. The post Computer Vision Using OpenCV – With Practical Examples appeared first on Analytics Vidhya.

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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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AI for All: Augmented Analytics Infused Everywhere

Sisense

Blog. What I’m about to say may sound counterintuitive given the title of the article you’re reading, but there’s no such thing as AI. Now that I’ve got your attention, let me clarify: There’s no such feature called AI. If you think that AI is a feature you can add to your product or service and just keep chugging along with whatever your current business is, you can stop reading right now.

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20 Questions to Test Your Skills on Feature Engineering and EDA

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Feature Engineering and EDA (Exploratory Data analytics) are the techniques. The post 20 Questions to Test Your Skills on Feature Engineering and EDA appeared first on Analytics Vidhya.

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Shorten time to critical insights with Streaming SQL

Cloudera

Data and analytics have become second nature to most businesses, but merely having access to the vast volumes of data from these devices will no longer suffice. Leading enterprises realize that the speed of data presents a new frontier for competitive differentiation. It is imperative for organizations to reduce time-to-insights to gain a competitive advantage by responding decisively to competitors, fine-tuning operations, and serving fickle customers. .

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K-Means clustering with Mall Customer Segmentation Data | Full Detailed Code and Explanation

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Machine Learning techniques are broadly divided into two parts : The post K-Means clustering with Mall Customer Segmentation Data | Full Detailed Code and Explanation appeared first on Analytics Vidhya.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Democratizing Data Through Search and Natural Language Processing in Cloudera Data Visualization

Cloudera

Since the release of Cloudera Data Visualization (DV) back in Oct 2020 , our primary mission has been to expand access to data analytics and predictive insights across enterprise businesses. Since that launch, we’ve worked tirelessly to deliver best-in-class data visualization, dashboarding, and predictive applications capabilities across our cloud and on-premises infrastructures through Cloudera’s machine learning and data warehousing products — all without additional costs, moving data or pur

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?Train Your First GAN Model | Let’s Talk About GANs Part 2?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon “Generative Adversarial Networks is the most interesting idea in the last. The post ?Train Your First GAN Model | Let’s Talk About GANs Part 2? appeared first on Analytics Vidhya.

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