Machine Learning Books You Need To Read In 2022
KDnuggets
APRIL 21, 2022
I have a list of Machine Learning books you need to read in 2022; beginner, intermediate, expert, and for everybody.
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KDnuggets
APRIL 21, 2022
I have a list of Machine Learning books you need to read in 2022; beginner, intermediate, expert, and for everybody.
KDnuggets
DECEMBER 29, 2022
It's the end of the year, and so it's time for KDnuggets to assemble a team of experts and get to the bottom of what the most important data science, machine learning, AI and analytics developments of 2022 were.
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KDnuggets
FEBRUARY 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.
KDnuggets
DECEMBER 10, 2021
Our panel of leading experts reviews 2021 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.
ProjectPro
JUNE 6, 2025
This blog covers the top 15 GPUs for machine learning and also guides you through the relevant factors to consider to make an informed decision when selecting a GPU for your next machine learning project. This statistic is a clear indicator of the fact that the use of GPUs for machine learning has evolved in recent years.
KDnuggets
DECEMBER 14, 2021
We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.
KDnuggets
DECEMBER 8, 2021
We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. 2021 has almost come and gone. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter.
ProjectPro
JUNE 6, 2025
The FIFA World Cup 2022, which is the 22nd edition, is just getting started. Gianni Infantino, the president of FIFA, predicts that 5 billion people will watch the 2022 World Cup in Qatar. The 2022 FIFA World Cup focuses on implementing innovative AI and machine learning techniques in and outside the field.
KDnuggets
JANUARY 11, 2023
Key Data Science, Machine Learning, AI and Analytics Developments of 2022 • Python Matplotlib Cheat Sheets • More Data Science Cheatsheets • Free Data Management with Data Science Learning with CS639 • Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Bright.
ProjectPro
JUNE 6, 2025
Spoiler Alert: Becoming a machine learning engineer can sound like a hard-to-reach goal but let us tell you the truth – it isn’t as hard as it seems. Image Credit: Makeameme.org So you are considering learning machine learning skills , and you’ve heard that becoming a machine learning engineer is the way to go.
KDnuggets
APRIL 27, 2022
A Brief Introduction to Papers With Code; Machine Learning Books You Need To Read In 2022; Building a Scalable ETL with SQL + Python; 7 Steps to Mastering SQL for Data Science; Top Data Science Projects to Build Your Skills.
KDnuggets
MARCH 29, 2022
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. The 100 page book on stochastic processes.
KDnuggets
FEBRUARY 2, 2022
7 Steps to Mastering Machine Learning with Python in 2022; Unable to Land a Data Science Job? Here’s Why; R vs Python (Again): A Human Factor Perspective; How To Design Your Data Science Portfolio; Experience the best of both Windows and Ubuntu.
ProjectPro
JUNE 6, 2025
Machine learning applications have been making waves across all industries, and the energy sector is no exception. From smart grid technology to predicting equipment failures to forecasting wind and solar power generation, applications of machine learning in energy sector are widespread.
Snowflake
SEPTEMBER 19, 2023
And who better to chat about ChatGPT with than Ahmad Khan, Head of artificial intelligence (AI) machine learning (ML) strategy at Snowflake? At the end of 2022 and early 2023 is when Generative AI and LLMs got to a point where it captured the public’s imagination. You can put that data set in Alteryx Machine Learning.
Lyft Engineering
JUNE 28, 2023
In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. Lyft is a real-time marketplace and many teams benefit from enhancing their machine learning models with real-time signals.
KDnuggets
DECEMBER 29, 2021
AI/ML systems have a wide range of applications in a variety of industries and sectors, and this article highlights the top ways AI/ML will impact your small business in 2022.
KDnuggets
DECEMBER 6, 2021
Also: How to Get Certified as a Data Scientist; 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; Most Common SQL Mistakes on Data Science Interviews; 19 Data Science Project Ideas for Beginners.
KDnuggets
FEBRUARY 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.
ProjectPro
JUNE 6, 2025
Scikit-learn is a well-documented and easy-to-use machine learning package leveraged by top tech companies like JP Morgan Chase, Spotify, Hugging Face, and many others. it functions as a high-level machine learning library that lets you quickly design and use a predictive data model to fit your data.
ProjectPro
JUNE 6, 2025
Wondering how much is the machine learning engineer salary? In this article, you’ll get some insider expert advice, including helpful resources, to help determine the machine learning engineer's average salary for your location, skills, and experience level. Well, we have got you covered. To put it simply- a lot!
KDnuggets
APRIL 25, 2022
Create and collaborate on data science projects or train machine learning models using free cloud Jupyter notebook platforms. You get a hassle-free IDE experience and free compute resources.
KDnuggets
JUNE 21, 2022
Also: The Complete Collection of Data Science Books - Part 2; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; The Complete Collection of Data Science Books - Part 1; Data Science Projects That Will Land You The Job in 2022; Software Developer vs Software Engineer.
ProjectPro
JUNE 6, 2025
“Humans can typically create one or two good models a week; machine learning can create thousands of models a week.” In recent years, AI and Machine Learning have transformed the world, making it smarter and faster. We have put together the ideal artificial intelligence and machine learning path for you.
KDnuggets
AUGUST 22, 2022
Machine Learning Algorithms Explained in Less Than 1 Minute Each • Free Python Automation Course • Free Python Crash Course • The 5 Hardest Things to Do in SQL • 16 Essential DVC Commands for Data Science • 12 Essential VSCode Extensions for Data Science • Parallel Processing Large • File in Python • Linear Algebra for Data Science.
KDnuggets
JANUARY 25, 2022
Participating in competitions has taught me everything about machine learning and how It can help you learn multiple domains faster than online courses.
KDnuggets
JUNE 22, 2022
Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy; Top Data Science Podcasts for 2022; Prepare Your Data for Effective Tableau & Power BI Dashboards; Generate Synthetic Time-series Data with Open-source Tools.
KDnuggets
MAY 2, 2022
Learn Python programming, statistics, and machine learning online from one of the world’s top universities.
KDnuggets
MARCH 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.
KDnuggets
JANUARY 12, 2022
Using one or two performance metrics seems sufficient to claim that your ML model is good — chances are that it’s not.
ProjectPro
JUNE 6, 2025
13 Top Careers in AI for 2025 From Machine Learning Engineers driving innovation to AI Product Managers shaping responsible tech, this section will help you discover various roles that will define the future of AI and Machine Learning in 2024. Enter the Machine Learning Engineer (MLE), the brain behind the magic.
KDnuggets
APRIL 7, 2022
Covering topics like workflows and full-stack machine learning, these are 15 free MLOps talks coming to #ODSCEast 2022 that you can see with a free Bronze Pass.
KDnuggets
DECEMBER 14, 2022
3 Free Machine Learning Courses for Beginners • The Complete Machine Learning Study Roadmap • Five Ways to do Conditional Filtering in Pandas • What Are Moment-Generating Functions? • The 5 Rules For Good Data Science Project Documentation.
KDnuggets
JANUARY 4, 2022
To support the creation of new and exciting ML and artificial intelligence (AI) applications, developers need a robust programming language. That's where the Python programming language comes in.
DataKitchen
NOVEMBER 29, 2021
Keep an eye on the eight top trends below that we believe will be significant in the year 2022. In 2022, data organizations will institute robust automated processes around their AI systems to make them more accountable to stakeholders. 2022 will bring further momentum behind modular enterprise architectures like data mesh.
KDnuggets
JANUARY 31, 2022
Given how uncertain ML projects are, this is an incremental strategy that you can adopt as your project matures; it includes test examples to provide a clear idea of how these tests look in practice, and a complete project implementation is available on GitHub. By the end of the post, you’ll be able to develop more robust ML pipelines.
KDnuggets
FEBRUARY 23, 2022
The Complete Collection of Data Science Cheat Sheets - Part 2; An Easy Guide to Choose the Right Machine Learning Algorithm; How to Become a Successful Data Science Freelancer in 2022; Essential Machine Learning Algorithms: A Beginner’s Guide; Orchestrate a Data Science Project in Python With Prefect.
KDnuggets
JULY 20, 2022
14 Essential Git Commands for Data Scientists • Statistics and Probability for Data Science • 20 Basic Linux Commands for Data Science Beginners • 3 Ways Understanding Bayes Theorem Will Improve Your Data Science • Learn MLOps with This Free Course • Primary Supervised Learning Algorithms Used in Machine Learning • Data Preparation with SQL Cheatsheet. (..)
KDnuggets
NOVEMBER 16, 2022
How LinkedIn Uses Machine Learning To Rank Your Feed • Confusion Matrix, Precision, and Recall Explained • Matrix Multiplication for Data Science (or Machine Learning) • Machine Learning from scratch: Decision Trees • 7 Python Projects for Beginners.
KDnuggets
JANUARY 17, 2022
In this article, Eric Siegel summarizes the recent KDnuggets poll results and argues that the pervasive failure of ML projects comes from a lack of prudent leadership. He also argues that MLops is not the fundamental missing ingredient – instead, an effective ML leadership practice must be the dog that wags the model-integration tail.
KDnuggets
MAY 30, 2022
Also: Decision Tree Algorithm, Explained; Data Science Projects That Will Land You The Job in 2022; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; Naïve Bayes Algorithm: Everything You Need to Know.
ProjectPro
JUNE 6, 2025
Learn how to predict stock prices using machine learning! This makes stock price prediction using machine learning project challenging and unreliable to a certain extent. Build Job-Ready Skills with ProjectPro's Hands-On Project-Based Machine Learning Course !
KDnuggets
JULY 20, 2022
Machine Learning Algorithms Explained in Less Than 1 Minute Each; Parallel Processing Large File in Python; Free Python Automation Course; How Does Logistic Regression Work?; 12 Most Challenging Data Science Interview Questions.
KDnuggets
APRIL 29, 2022
It includes an introduction to Python/R, data ingestion & manipulation, data visualization, machine learning, and reporting. Top-rated data science tracks consist of multiple project-based courses covering all aspects of data.
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