insideBIGDATA
MARCH 1, 2023
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
Analytics Vidhya
MARCH 2, 2023
Introduction Setting up an environment is the first step in Python development, and it’s crucial because package management can be challenging with Python. And also Python is a flexible language that can be applied in various domains, including scientific programming, DevOps, automation, and web development. Given the length and breadth of third-party applications, your global environment […] The post Choosing the Right Python Environment Tool for Your Next Project appeared first on
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Machine Learning Mastery
MARCH 2, 2023
PyTorch is a deep learning library. You can build very sophisticated deep learning models with PyTorch. However, there are times you want to have a graphical representation of your model architecture. In this post, you will learn: How to save your PyTorch model in an exchange format How to use Netron to create a graphical […] The post Visualizing a PyTorch Model appeared first on MachineLearningMastery.com.
Adrian Bridgwater for Forbes
FEBRUARY 26, 2023
Technology vendors build software applications, suites, tools & platforms to clinch sales deals with customers who pay them for their products, services and ongoing support and maintenance. The vendor is the seller and the purchasing organization is the customer. It’s that simple. Except not always.
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.
insideBIGDATA
MARCH 3, 2023
A new research paper shows that large-scale generative pretrained transformer (GPT) family models can be pruned to at least 50% sparsity in one-shot, without any retraining, at minimal loss of accuracy. This is achieved via a new pruning method called SparseGPT, specifically designed to work efficiently and accurately on massive GPT-family models.
Analytics Vidhya
FEBRUARY 28, 2023
Introduction Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform that is built on top of the Microsoft Azure cloud. A collaborative and interactive workspace allows users to perform big data processing and machine learning tasks easily. In this blog post, we will take a closer look at Azure Databricks, its key features, […] The post Azure Databricks: A Comprehensive Guide appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Data Science Blog
FEBRUARY 28, 2023
Wie Sie mit Data Science die Conversion-Rate in Ihrem Online-Shop erhöhen Die Fragestellung: Ein Hersteller von Elektrogeräten lancierte einen neuen Online-Shop, um einen neuen Vertriebskanal zu schaffen, der unabhängig von stationären Einzelhändlern und Amazon ist. Obwohl der Online-Shop von Interessent:innen häufig besucht wurde, war die Conversion-Rate zu niedrig und der Umsatz somit zu gering.
KDnuggets
FEBRUARY 27, 2023
This article outlines the advantages of CatBoost as a GBDTs for interpreting data sources that are highly categorical or contain missing data points.
Analytics Vidhya
MARCH 2, 2023
Introduction The advancement of interest in Deep Learning in recent years and the explosion of Machine Learning tools like TensorFlow, PyTorch, etc., will also be cited, which will provide ease of use and easy debugging of codes. Many popular frameworks such as MxNet, Tensorflow, Jax, PaddlePaddle, Caffe 2, Mindspore, and Theano will gain popularity because […] The post Pytorch Tensors and its Operations appeared first on Analytics Vidhya.
Cassie Kozyrkov
FEBRUARY 25, 2023
The industry-wide neglect of data design and data quality (and what you can do about it) Continue reading on Towards Data Science »
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
Dataconomy
FEBRUARY 27, 2023
Meta LLaMA AI, GPT-3, Chinchilla, and many more excellent examples are joining the large language models (LLMs) as interest in artificial intelligence continues to rise. Yet, large language models have just recently emerged in the computing industry. This means that tech enthusiasts may not have the most up-to-date knowledge.
KDnuggets
MARCH 2, 2023
Learn Data Science in 2023 for FREE with these online courses.
Analytics Vidhya
FEBRUARY 25, 2023
Introduction Artificial Intelligence is the ability of a computer to work or think like humans. So many Artificial Intelligence applications have been developed and are available for public use, and chatGPT is a recent one by Open AI. ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.
MARCH 2, 2023
The latest KDnuggets cheat sheet covers using ChatGPT to your advantage as a data scientist. It's time to master prompt engineering, and here is a handy reference for helping you along the way.
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.
Hacker News
FEBRUARY 28, 2023
Solar panels have a lifespan of 25 to 30 years, but they contain valuable metals, including silver and copper. With a surge of expired panels expected soon, companies are emerging that seek to recycle the reusable materials and keep the panels out of landfills.
KDnuggets
MARCH 3, 2023
Learn about data modeling tools to create, design and manage data models, allowing data scientists to access and use them more quickly.
Analytics Vidhya
FEBRUARY 28, 2023
Introduction Data science has taken over all economic sectors in recent times. To achieve maximum efficiency, every company strives to use various data at every stage of its operations. Each aspect of data science, like data preparation, the importance of big data, and the process of automation, contributes to how data science is the future […] The post 30 Best Data Science Books to Read in 2023 appeared first on Analytics Vidhya.
FEBRUARY 26, 2023
OpenAI opened the ChatGPT beta in late November 2022, in a move that produced the most powerful natural language processing (NLP) AI model to date. It quickly went viral, attracting a million users in the first five days. Will models like ChatGPT completely replace chatbots?
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Hacker News
FEBRUARY 26, 2023
When Amazon launched the first Kindle fifteen years ago, book piracy was already a common problem. When publishers clashed with The Pirate Bay over illegally shared copies, we envisioned that things could get much worse if Kindle-ready pirate sites began to pop up. Rempant Book Piracy Fast forward to today and book piracy is easier and more widespread than ever.
KDnuggets
MARCH 1, 2023
Learn how to optimize the queries written in SQL to make them execute faster and more memory efficient.
Analytics Vidhya
FEBRUARY 28, 2023
Introduction Apache Spark is a powerful big data processing engine that has gained widespread popularity recently due to its ability to process massive amounts of data types quickly and efficiently. While Spark can be used with several programming languages, Python and Scala are popular for building Spark applications. Both languages offer unique advantages and have […] The post Python vs Scala for Apache Spark – Which is Better?
FEBRUARY 28, 2023
A large deep learning model can take a long time to train. You lose a lot of work if the training process interrupted in the middle. But sometimes, you actually want to interrupt the training process in the middle because you know going any further would not give you a better model. In this post, […] The post Managing a PyTorch Training Process with Checkpoints and Early Stopping appeared first on MachineLearningMastery.com.
Speaker: Margaret-Ann Seger, Head of Product, Statsig
Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating
Hacker News
MARCH 1, 2023
It's official. Today marks the beginning of a new era for Godot. After 3+ years of breaking and rebuilding from the ground up, we're thrilled to say: Welcome to the start of Godot 4!
KDnuggets
FEBRUARY 28, 2023
A gentle introduction of Plots.jl, Gadfly.jl, and VegaLite with code examples.
Analytics Vidhya
FEBRUARY 25, 2023
Introduction Welcome to the fascinating world of stock market anomaly detection! In this project, we’ll dive into the historical data of Google’s stock from 2014-2022 and use cutting-edge anomaly detection techniques to uncover hidden patterns and gain insights into the stock market. By identifying outliers and other anomalies, we aim to understand stock market trends […] The post Anomaly Detection on Google Stock Data 2014-2022 appeared first on Analytics Vidhya.
FEBRUARY 25, 2023
Tesla has applied for a set of patents that are set to significantly improve virtualization, recognition, and Full Self Driving overall. Tesla has worked tirelessly to improve full self-driving technology in the first two months of the year. Most recently, Tesla pushed its most significant improvement to employees, v11.3. Still, with new patented technology, the software is set to continue to improve dramatically this year.
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.
Hacker News
FEBRUARY 28, 2023
A new patent allows Ford to build cars that take action if the owner falls behind on payments by playing annoying sounds – or even driving themselves back to the seller
KDnuggets
FEBRUARY 27, 2023
How you can improve your data warehousing ETL process with these simple practices.
Analytics Vidhya
FEBRUARY 26, 2023
Introduction Artificial Intelligence has seen enormous advancements in recent years, notably in the life sciences sector. Various fields of the life sciences, like Biotechnology, Pharmaceuticals, and Medical devices, could be transformed by using AI. This article explains how GPT-3 revolutionized AI in the Life Sciences Industry. Source: NBC News The recently released Generative Pretrained Transformer 3 […] The post Revolutionizing AI in the Life Sciences Industry Using Open AI’s GPT
FEBRUARY 25, 2023
From a Google killer to the heralding in of a humanity controlled by AI, the new ChatGPT application has been making waves — and even scaring people, too — since it was introduced late last year.
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