- Connect With the Data Science Community at Rev 3 in NYC, the #1 MLOps Conference - Mar 31, 2022.
The most ambitious Enterprise MLOps conference is coming to New York City on May 5-6, bringing the data science community together in-person for a one-of-a-kind event. This year, you’ll hear from 30+ speakers across dozens of industries. Save 50% with the promo code KDN. Register now!
Partners
- A Bug That Can Make You a Data Science Hero - Mar 31, 2022.
What if I tell you that there is a bug that can take you on a ride in the world of data science. Yes, if you have the bug of curiosity, consider yourself the best fit for the data science profession.
Data Science
- Machine Learning Pipeline Optimization with TPOT - Mar 31, 2022.
Let's revisit the automated machine learning project TPOT, and get back up to speed on using open source AutoML tools on our way to building a fully-automated prediction pipeline.
Machine Learning
- Loss Functions: An Explainer - Mar 31, 2022.
A loss function measures how wrong the model is in terms of its ability to estimate the relationship between x and y. Find out about several common loss functions here.
Machine Learning
- Introductory Pandas Tutorial - Mar 31, 2022.
A gentle introduction to data analysis with Pandas.
Python
- Accelerating Distributed AI Applications - Mar 30, 2022.
Let’s take a quick look at some of the key highlights and insights from a recent webinar, Accelerating Distributed AI Applications, with Ziad Asghar, Vice President, Product Management, Qualcomm Technologies, Inc. and resources that developers can use to build distributed AI solutions today.
Partners
- People Management for AI: Building High-Velocity AI Teams - Mar 30, 2022.
Practical advice for managers and directors who are looking to build AI/ML teams.
Artificial Intelligence
- 8 Free MIT Courses to Learn Data Science Online
- Mar 30, 2022.
Create a data science learning path with courses from the world’s most prestigious university.
Data Science
- KDnuggets News March 30: The Most Popular Intro to Programming Course From Harvard is Free!; Top 13 Skills That Every Data Scientist Should Have - Mar 30, 2022.
The Most Popular Intro to Programming Course From Harvard is Free!; Top 13 Skills That Every Data Scientist Should Have; Junior vs Senior Data Scientist Salary: What’s the Difference?; MLOps Is a Mess But That's to be Expected; Data Science at the Command Line: The Free eBook
News
- Machine Learning Textbook: Stochastic Processes and Simulations - Mar 29, 2022.
The 100 page book on stochastic processes. Published in 2022. This off-the-beaten-path machine learning tutorial is designed for busy professionals, researchers and students eager to learn and apply methods ranging from simple to advanced, in a minimum amount of time. Offered with data sets, source code, videos, spreadsheets and solved exercises.
Partners
- What’s the Difference Between Data Analysts and Data Scientists? - Mar 29, 2022.
This article will help you understand what data analysts and data scientists do with data in detail.
Career Advice
- Time Series Forecasting with Ploomber, Arima, Python, and Slurm - Mar 29, 2022.
In this blog you will see how the authors took a raw .ipynb notebook that does time series forecasting with Arima, modularized it into a Ploomber pipeline, and ran parallel jobs on Slurm.
Machine Learning
- Top Posts March 21-27: Why Are So Many Data Scientists Quitting Their Jobs? - Mar 28, 2022.
Also: Decision Tree Algorithm, Explained; Linear vs Logistic Regression: A Succinct Explanation; Best Data Science Books for Beginners; Top Programming Languages and Their Uses
News
- Data Science at the Command Line: The Free eBook - Mar 28, 2022.
If you are familiar with Python & R, then improve your current data science workflow by integrating Unix power tools.
Data Science
- Top 13 Skills That Every Data Scientist Should Have - Mar 28, 2022.
Let me walk you through the top 13 data science skills that you should have to become a successful data scientist. Following this outline, you’ll have a great path of digestible steps to educate yourself and be prepared to apply for data scientist positions.
Career Advice
- MLOps Is a Mess But That’s to be Expected - Mar 25, 2022.
In this post, I want to focus the discussion about the state of machine learning operations (MLOps) today, where we are, where we are going.
Machine Learning
- GitHub Copilot Open Source Alternatives - Mar 25, 2022.
GitHub's Copilot code generation tool is currently only available via approved request. Here are 4 Copilot alternatives that you can use in your programming today.
Programming
- The Range of NLP Applications in the Real World: A Different Solution To Each Problem - Mar 25, 2022.
Most companies look at it like it’s one big technology, and assume the vendors’ offerings might differ in product quality and price but ultimately be largely the same. Truth is, NLP is not one thing; it’s not one tool, but rather a toolbox.
Natural Language Processing
- Your NVIDIA Systems Just Got Faster - Mar 24, 2022.
NVIDIA introduces over 60 updates to its CUDA-X libraries, tools and technologies.
Partners
- Junior vs Senior Data Scientist Salary: What’s the Difference? - Mar 24, 2022.
Check out this US salary deep dive for 2022 career decisions, work, & interests.
Career Advice
- WTF is a Tensor?!? - Mar 24, 2022.
A tensor is a container which can house data in N dimensions, along with its linear operations, though there is nuance in what tensors technically are and what we refer to as tensors in practice.
Machine Learning
- 5 Reasons to Reconnect at ODSC East 2022 - Mar 23, 2022.
ODSC East is less than a month away - here are five reasons why you should attend, such as learning about trending topics, amazing Keynotes, and the AI Expo Hall.
Partners
- A New Way of Managing Deep Learning Datasets - Mar 23, 2022.
Create, version-control, query, and visualize image, audio, and video datasets using Hub 2.0 by Activeloop.
Machine Learning
- The Most Popular Intro to Programming Course From Harvard is Free! - Mar 23, 2022.
CS50's Introduction to Computer Science has the highest enrollment on Harvard's campus... and is free to anyone interested in taking it!
Programming
- Risk Management Framework for AI/ML Models - Mar 23, 2022.
How sound risk management acts as a catalyst to building successful AI/ML models.
Machine Learning
- KDnuggets News 22:n12, March 23: Best Data Science Books for Beginners; Linear vs Logistic Regression: A Succinct Explanation - Mar 23, 2022.
Best Data Science Books for Beginners; Linear vs Logistic Regression: A Succinct Explanation; Why Are So Many Data Scientists Quitting Their Jobs?; Feature Stores for Real-time AI & Machine Learning; How to Generate Tabular Synthetic Dataset
News
- Ready for #2022Analytics in Houston? The Networking, Connections, and Celebration You Do Not Want to Miss - Mar 22, 2022.
Register for the in-person 2022 INFORMS Business Analytics Conference in Houston, TX on April 3-5. Gain access to more than 100 speakers across 18 unique tracks, and countless opportunities, both formal and informal, to make lasting connections with fellow attendees and take that next significant step in your analytics career.
Partners
- Data-Centric AI: Is it Real? For Everyone? Are We Ready? - Mar 22, 2022.
Check out this deep dive into Data-Centric AI.
Artificial Intelligence
- DIY Automated Machine Learning with Streamlit - Mar 22, 2022.
In this article, we will create an automated machine learning web app you can actually use.
Machine Learning
- A Guide On How To Become A Data Scientist (Step By Step Approach) - Mar 22, 2022.
Becoming a Data Scientists is an exciting path, but you cannot learn data science within one year or six months—instead, it’s a lifetime process that you have to follow with proper dedication and hard work. To guide your journey, the skills outlined here are the first you must acquire to become a data scientist.
Career Advice
- KDnuggets Top Posts for February 2022: The Complete Collection of Data Science Cheat Sheets - Mar 21, 2022.
Also: 7 Steps to Mastering Machine Learning with Python; How to Learn Math for Machine Learning; The Not-so-Sexy SQL Concepts to Make You Stand Out; and more!
News
- Top Posts Mar 14-20: Decision Tree Algorithm, Explained - Mar 21, 2022.
Also: Best Data Science Books for Beginners; The Complete Collection of Data Science Cheat Sheets – Part 1; Top Programming Languages and Their Uses; The Complete Collection of Data Science Cheat Sheets – Part 2
News
- Linear vs Logistic Regression: A Succinct Explanation - Mar 21, 2022.
Linear Regression and Logistic Regression are two well-used Machine Learning Algorithms that both branch off from Supervised Learning. Linear Regression is used to solve Regression problems whereas Logistic Regression is used to solve Classification problems. Read more here.
Machine Learning
- Why Are So Many Data Scientists Quitting Their Jobs? - Mar 21, 2022.
After speaking to co-workers in the data industry who like me, had left their jobs at a very early stage in their career, I’ve come to realize that there are two main reasons the data science field has such a high employee attrition rate.
Career Advice
- Use third-party data to increase user engagement and deliver business outcomes - Mar 18, 2022.
Join this webinar and learn how competitive companies utilize third-party data, enhancing mobile customer experiences, through personalization and localization.
Partners
- Building a Geospatial Application in Python with Google Earth Engine and Greppo - Mar 18, 2022.
In this blog, you will see how to build a web-application with Greppo and Google Earth using Python.
Python
- Feature Stores for Real-time AI & Machine Learning - Mar 18, 2022.
Real-time AI/ML is on the rise and feature stores are key to successfully deploying them. Read on to see how the choice of online store and the feature store architecture play important roles in determining its performance and cost.
Data Science
- Top AI and Data Science Tools and Techniques for 2022 and Beyond - Mar 17, 2022.
How will AI and data science impact the world of business in the next decade? Find out what trends to look out for in 2022 and beyond at NVIDIA GTC.
Partners
- How to Generate Synthetic Tabular Dataset - Mar 17, 2022.
Check out this article on using CTGANs to create synthetic datasets for reducing privacy risks, training and testing machine learning models, and developing data-centric AI products.
Data Science
- From Google Colab to a Ploomber Pipeline: ML at Scale with GPUs - Mar 17, 2022.
In this short blog, we’ll review the process of taking a POC data science pipeline (ML/Deep learning/NLP) that was conducted on Google Colab, and transforming it into a pipeline that can run parallel at scale and works with Git so the team can collaborate on.
Machine Learning
- On-device AI with Developer-Ready Software Stacks - Mar 17, 2022.
Still running your artificial intelligence workloads in the cloud? If your applications depend on techniques like person detection and pose estimation to name a few, then it’s time you looked into on-device AI.
Partners
- Kubernetes In Action: Second Edition - Mar 16, 2022.
Deep dive into Kubernetes, the essential tool for anyone deploying and managing cloud-native applications!
Partners
- Best Data Science Books for Beginners - Mar 16, 2022.
The best knowledge is still placed in the libraries; within books. In this article, discover some of the top recommended Data Science books catering to beginners.
Data Science
- AI-Generated Sports Highlights: Different Approaches - Mar 16, 2022.
Competition for viewers’ attention is not over after the players leave the field. Now, anyone who can put up a highlight compilation or a game summarization first gets the edge. So, let’s talk about how media companies do just that — with the help of Artificial Intelligence.
Artificial Intelligence
- How to Manage Multiple Inheritance in Python - Mar 16, 2022.
In this guide, we'll learn how to use multiple inheritance in Python and make it sustainable.
Python
- KDnuggets News March 16, 2022: Learn Data Science Fundamentals & 5 Steps to Become a Data Scientist - Mar 16, 2022.
How Long Does It Take to Learn Data Science Fundamentals?; Become a Data Science Professional in Five Steps; New Ways of Sharing Code Blocks for Data Scientists; Machine Learning Algorithms for Classification; The Significance of Data Quality in Making a Successful Machine Learning Model
News
- Top Posts Mar 7-13: Build a Machine Learning Web App in 5 Minutes - Mar 15, 2022.
Also: Decision Tree Algorithm, Explained; The Complete Collection of Data Science Cheat Sheets – Part 2; Top Programming Languages and Their Uses; The Complete Collection of Data Science Cheat Sheets – Part 1
News
- Why Do Most People Fail to Learn Programming? - Mar 15, 2022.
Have you spent hours taking coding bootcamps, online courses, and tutorials, only to feel like you aren’t getting anywhere?
Programming
- How to Engineer Date Features in Python - Mar 15, 2022.
This article discusses and demonstrates how to quickly engineer some common date features using Python.
Python
- Become a Data Science Professional in Five Steps - Mar 14, 2022.
If your new year's resolution was to start a career in data science but you have stalled, simply follow these easy steps to acquire professional certification within a year.
Career Advice
- Machine Learning Algorithms for Classification - Mar 14, 2022.
In this article, we will be going through the algorithms that can be used for classification tasks.
Machine Learning
- Cloud-Native Super Computing - Mar 11, 2022.
NVIDIA BlueField DPUs provide on-demand, simple and secure high-performance computing and AI services.
Partners
- How a Level System can Help Forecast AI Costs - Mar 11, 2022.
To forecast costs for AI systems, it can be useful to talk about their “level” just like SAE has levels for self-driving cars. Adopting a level system can help organizations plan and prepare for AI systems that scale in complexity over time.
Artificial Intelligence
- New Ways of Sharing Code Blocks for Data Scientists - Mar 11, 2022.
Share the interactive code blocks to impress your colleagues or post it on social media.
Programming
- Adding an attention mechanism to RNNs - Mar 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
- Maximize Your Productivity as a Data Scientist by Organizing - Mar 10, 2022.
Read some tips on getting organized when it comes to working with data.
Career Advice
- The Significance of Data Quality in Making a Successful Machine Learning Model - Mar 10, 2022.
Good quality data becomes imperative and a basic building block of an ML pipeline. The ML model can only be as good as its training data.
Machine Learning
- Boost Your AI and ML Skills for Free at NVIDIA Conference - Mar 9, 2022.
Four-day conference offers hundreds of learning and development opportunities in AI, ML, DL, robotics, data science and high performance computing for developers at all levels.
Partners
- Using Data Science to Make Clean Energy More Equitable - Mar 9, 2022.
Here are some lessons inspired by a recent panel the author moderated about how data scientists can help put equity into practice.
Data Science
- How To Use Synthetic Data To Overcome Data Shortages For Machine Learning Model Training - Mar 9, 2022.
It takes time and considerable resources to collect, document, and clean data before it can be used. But there is a way to address this challenge – by using synthetic data.
Machine Learning
- How Long Does It Take to Learn Data Science Fundamentals? - Mar 9, 2022.
This article discusses 2 levels of data science learning, and the amount of time that will need to go into each. From 6 months to 4 years, this write-up covers a number of skills and how long it takes to acquire them.
Data Science
- KDnuggets News March 9, 2022: Build a Machine Learning Web App in 5 Minutes; 5 Applications of Computer Vision - Mar 9, 2022.
This week's top posts are: Build a Machine Learning Web App in 5 Minutes by Natassha Selvaraj; 5 Applications of Computer Vision by Devin Partida; 5 Data Science Projects to Learn 5 Critical Data Science Skills by Nate Rosidi
News
- Top Posts Feb 28 – Mar 6: The Complete Collection of Data Science Cheat Sheets – Part 2 - Mar 8, 2022.
Also: Calculus: The hidden building block of machine learning; Decision Tree Algorithm, Explained; Telling a Great Data Story: A Visualization Decision Tree; The Complete Collection of Data Science Cheat Sheets – Part 1
News
- What certification are you adding to your toolkit in 2022? - Mar 8, 2022.
Learn more about the popular certifications that will validate your data and analytics skills.
Partners
- 8 Women in AI Who Are Striving to Humanize the World - Mar 8, 2022.
Some exceptional female researchers and engineers are working on projects to make the world a better place with the help of AI, data science, and machine learning.
Artificial Intelligence
- Data Science: Reality vs Expectations - Mar 8, 2022.
In the majority of companies, the executives in charge of data science and the decision-making process using data science, have little or no education or understanding in actual data science. Where does this leave you, the data scientist?
Career Advice
- Building a Tractable, Feature Engineering Pipeline for Multivariate Time Series - Mar 8, 2022.
A time series feature engineering pipeline requires different transformations such as imputation and window aggregation, which follows a sequence of stages. This article demonstrates the building of a pipeline to derive multivariate time series features such that the features can then be easily tracked and validated.
Machine Learning
- 5 Data Science Projects to Learn 5 Critical Data Science Skills - Mar 7, 2022.
Learn these to take any data science project idea from brainstorm to deployment.
Data Science
- Build a Machine Learning Web App in 5 Minutes - Mar 7, 2022.
In this article, you will learn to export your models and use them outside a Jupyter Notebook environment. You will build a simple web application that is able to feed user input into a machine learning model, and display an output prediction to the user.
Machine Learning
- Open Data and Why it is Necessary - Mar 5, 2022.
Open data improves accessibility and encourages universal participation, which allows companies to create cutting-edge, data-driven technologies and make the world a better place.
Data Science
- How to Stay on Top of What’s Going on in the AI World - Mar 4, 2022.
How do you keep up with all the news and trends, and navigate through the endless stream of AI information? Check out this author's list of favorite AI papers sources that help you float effortlessly in the info ocean.
Artificial Intelligence
- 3 Reasons Why You Should Use Linear Regression Models Instead of Neural Networks - Mar 4, 2022.
While there may always seem to be something new, cool, and shiny in the field of AI/ML, classic statistical methods that leverage machine learning techniques remain powerful and practical for solving many real-world business problems.
Machine Learning
- 5 Applications of Computer Vision - Mar 4, 2022.
CV has the potential to transform industries and how they operate. Here are some of the most notable applications worth exploring.
Computer Vision
- What is Adversarial Machine Learning? - Mar 3, 2022.
In the Cybersecurity sector Adversarial machine learning attempts to deceive and trick models by creating unique deceptive inputs, to confuse the model resulting in a malfunction in the model.
Machine Learning
- Top 3 Free Resources to Learn Linear Algebra for Machine Learning - Mar 3, 2022.
This article will solely focus on learning linear algebra, as it forms the backbone of machine learning model implementation.
Machine Learning
- 3 Possible Ways to Get into Data Science - Mar 2, 2022.
This article will discuss 3 possible ways of getting into the field of data science.
Data Science
- Hybrid AI Will Go Mainstream in 2022 - Mar 2, 2022.
Analysts predict an AI boom, driven by possibilities and record funding. While challenges remain, a hybrid approach combining the best of the realm may finally send it sailing into the mainstream.
Artificial Intelligence
- Women in the World of Data - Mar 2, 2022.
When it comes to Data Science, many people affiliate the career path as being ‘nerdy’. An industry for men, smart men; pushing women further and further away from the career. What can be done about this, and why is it important?
Career Advice
- KDnuggets™ News 22:n09, Mar 2: Telling a Great Data Story: A Visualization Decision Tree; SQL vs. Object-Relational Mapping (ORM) - Mar 2, 2022.
Telling a Great Data Story: A Visualization Decision Tree; What Is the Difference Between SQL and Object-Relational Mapping (ORM)?; Top 7 YouTube Courses on Data Analytics ; How Much Do Data Scientists Make in 2022?; Design Patterns in Machine Learning for MLOps
News
- Top Posts Feb 21-27: The Complete Collection of Data Science Cheat Sheets – Part 2 - Mar 1, 2022.
Also: Decision Tree Algorithm, Explained; The Complete Collection of Data Science Cheat Sheets – Part 1; Essential Machine Learning Algorithms: A Beginner’s Guide; An Easy Guide to Choose the Right Machine Learning Algorithm
News
- 2022 INFORMS Business Analytics Conference: Join us for cutting-edge content and career advancement opportunities - Mar 1, 2022.
The 2022 INFORMS Business Analytics Conference comes to Houston, TX, April 3-5. Discover dozens of real-world case studies highlighting how data science and analytics professionals are empowering organizations to make data-driven decisions.
Partners
- Data: The Most Valuable Commodity for Businesses - Mar 1, 2022.
Many companies have been capturing customer data in some form or another for decades. Petabytes of data are traversing networks worldwide every day, and all of that data means big money. Here's how companies can best utilize this data to influence positive outcomes.
Data Science
- Top Data Science Tools for 2022 - Mar 1, 2022.
Check out this curated collection for new and popular tools to add to your data stack this year.
Data Science
