- How to Learn Math for Machine Learning, by Natassha Selvaraj - Feb 11, 2022.
So how much math do you need to know in order to work in the data science industry? The answer: Not as much as you think.
Machine Learning
- The motivation behind using graph convolutions, by KDnuggets - Feb 10, 2022.
This article is an excerpt from the book Machine Learning with PyTorch and Scikit-Learn is the new book from the widely acclaimed and bestselling Python Machine Learning series, fully updated and expanded to cover PyTorch, transformers, graph neural networks, and best practices.
Partners
- Data Mesh & Its Distributed Data Architecture, by Yash Mehta - Feb 10, 2022.
Going forward, data professionals have found a new way to address the scalability of sources through data mesh.
Data Science
- Data Science Definition Humor: A Collection of Quirky Quotes Related to Data Science Definitions, by Rupa Mahanti - Feb 10, 2022.
Read this collection of humorous, insightful quotes around data science that will hopefully brighten your day and make you laugh!
Data Science
- Junior Data Scientist: The Next Level, by Nisha Arya - Feb 10, 2022.
There is a difference in the level of experience compared to Junior, Mid-Level, and Senior Data Scientists. This article will go through the expectations for all job roles and what is required to move up the ladder.
Career Advice
- What’s Your Passion? Make It a Reality During Our Challenge, by KDnuggets - Feb 9, 2022.
TigerGraph’s Graph for All Million Dollar Challenge is now open to engineers, innovators, founders, and dreamers wanting to transform their vision into reality - and potentially claim a piece of the $1 million prize pool at the same time.
Partners
- 5 Ways to Apply AI to Small Data Sets, by Nahla Davies - Feb 9, 2022.
It is better to use AI algorithms on small data sets for results free of human errors and false results when applied correctly. Here are some methods to apply AI to small data sets.
Artificial Intelligence
- Building a Visual Search Engine – Part 1: Data Exploration, by Mudit Bachhawat - Feb 9, 2022.
Ever wonder how Google or Bing finds similar images to your image? The algorithms for generating text based 10 blue-links are very different from finding visually similar or related images. In this article, we will explain one such method to build a visual search engine. We will use the Caltech 101 dataset which contains images of common objects used in daily life.
Computer Vision
- What certification are you adding to your toolkit in 2022?, by SAS - Feb 8, 2022.
Learn more about the popular certifications that will validate your data and analytics skills.
Partners
- The Not-so-Sexy SQL Concepts to Make You Stand Out, by Asel Mendis - Feb 8, 2022.
Databases are the houses of our data and data scientists HAVE TO HAVE A KEY! In this article, I discuss some lesser known concepts of SQL that data scientists do not familiarize themselves with.
SQL
- The Complete Collection of Data Science Cheat Sheets – Part 1, by Abid Ali Awan - Feb 8, 2022.
A collection of cheat sheets that will help you prepare for a technical interview, assessment tests, class presentation, and help you revise core data science concepts.
Data Science
- Build a Web Scraper with Python in 5 Minutes, by Natassha Selvaraj - Feb 7, 2022.
In this article, I will show you how to create a web scraper from scratch in Python.
Python
- Deploying a Streamlit WebApp to Heroku using DAGsHub, by Abid Ali Awan - Feb 7, 2022.
Transform your machine learning models into a web app and share them with your friends and colleagues.
Data Engineering
- Data Science Programming Languages and When To Use Them, by Nate Rosidi - Feb 4, 2022.
Read this guide through the most common data science programming languages and when to use them in data science.
Programming
- An Overview of Logistic Regression, by Arvind Thorat - Feb 4, 2022.
Logistic regression is an extension of linear regression to solve classification problems. Read more on the specifics of this algorithm here.
Machine Learning
- 8 Best Data Science Courses to Enroll in 2022 For Steep Career Advancement, by Scaler - Feb 3, 2022.
Here is the list of the top 8 data science courses and programs that you can consider for upskilling yourself and get the best data scientist job in 2022.
Learning
- Artificial Intelligence and the Metaverse, by Nisha Arya - Feb 3, 2022.
For those of you who don’t know, Artificial intelligence (AI) is the ability of a computer or a computer-controlled robot to perform tasks that are usually done by humans as they require human intelligence. Metaverse’s AI research and usage include content analysis, supervised speech processing, computer vision, and much more.
Artificial Intelligence
- Data Warehousing with Snowflake for Beginners, by Boga Mounika - Feb 3, 2022.
This tutorial provides only a brief synopsis of the data warehouse in Snowflake, which we will go through in more detail.
Analytics
- Classifying Long Text Documents Using BERT, by Sinequa - Feb 3, 2022.
Transformer based language models such as BERT are really good at understanding the semantic context because they were designed specifically for that purpose. BERT outperforms all NLP baselines, but as we say in the scientific community, “no free lunch”. How can we use BERT to classify long text documents?
Natural Language Processing
- Free 4 Week Data Science Course on AI Quality Management, by TruEra - Feb 2, 2022.
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.
Learning
- 5 Ways To Use AI For Supply Chain Management, by Kevin Vu - Feb 2, 2022.
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.
Artificial Intelligence
- Baidu Research Unveils Top 10 Tech Trends Forecast for 2022, by Baidu Research - Feb 2, 2022.
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.
News
- How to Write SQL in Native Python, by Matthew Mayo - Feb 1, 2022.
If the idea of being able to link with SQL databases and define, manipulate, and query using Python sounds appealing, check out the SQLModel library.
SQL
- How to Build Your Career in Data Science, by Nisha Arya - Feb 1, 2022.
If you’re a Data Scientist and you’re setting your 2022 goals to improve and build your career, you’ve landed on the right page.
Career Advice
- 7 Steps to Mastering Machine Learning with Python in 2022, by Natassha Selvaraj - Feb 1, 2022.
Are you trying to teach yourself machine learning from scratch, but aren’t sure where to start? I will attempt to condense all the resources I’ve used over the years into 7 steps that you can follow to teach yourself machine learning.
Machine Learning
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