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223 Short courses in Machine Learning in North America

Theoretical Foundations of Machine Learning
In his three-course Johns Hopkins Engineering's Theoretical Foundations of Machine Learning Dr. Erhan Guven guides you through the full machine learning workflow: from how to clean and prepare data all the way to building deep learning neural networks.

No Code and Agentic AI
Within the No Code and Agentic AI course at Massachusetts Institute of Technology (MIT) you will learn AI and Machine Learning skills through an industry-relevant curriculum designed by MIT faculty, with in-depth modules on Generative AI, Responsible AI, and Agentic AI.

AI and Data Science - Leveraging Responsible AI, Data and Statistics for Practical Impact
Gain in-demand techniques in AI, Data Science, ML, and Generative AI to make AI-Powered Decisions and solve real-world business challenges with this AI and Data Science - Leveraging Responsible AI, Data and Statistics for Practical Impact programme from Massachusetts Institute of Technology (MIT).

Data Engineering with AWS Nanodegree
Learn to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets. This Data Engineering with AWS Nanodegree program at Udacity is ideal for those with a basic understanding of Python, SQL, and command-line interfaces.
Applied Data Science with Python
The 5 courses in this Applied Data Science with Python Specialization offered by Coursera in partnership with University of Michigan introduce learners to data science through the python programming language.
Code Free Data Science
The Code Free Data Science course offered by Coursera in partnership UC San Diego is designed for learners seeking to gain or expand their knowledge in the area of Data Science.
Deploying Machine Learning Models
This Deploying Machine Learning Models course offered by Coursera in partnership with UC San Diego is part of the Python Data Products for Predictive Analytics Specialization.
Mathematics for Machine Learning and Data Science
This is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability. This Mathematics for Machine Learning and Data Science course is offered by Coursera in partnership with Deeplearning.
Introduction to Machine Learning with Python
This Introduction to Machine Learning with Python course is offered by Coursera in partnership with Arizona State University.
Convolutional Neural Networks in TensorFlow
This Convolutional Neural Networks in TensorFlow course offered by Coursera in partnership with Deeplearning is part of the upcoming Machine Learning in Tensorflow Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.
Implementing RPA with Cognitive Automation and Analytics
The Implementing RPA with Cognitive Automation and Analytics Specialization offered by Coursera in partnership with Automation Anywhere is designed to introduce RPA, provide a foundation of the RPA lifecycle--from design to bot deployment--and implement RPA with cognitive automation and analytics.
Applied Social Network Analysis in Python
The Applied Social Network Analysis in Python course offered by Coursera in partnership with University of Michigan is part of the Applied Data Science with Python Specialization.
Applied Plotting, Charting and Data Representation in Python
The Applied Plotting, Charting and Data Representation in Python course offered by Coursera in partnership with University of Michigan is part of the Applied Data Science with Python Specialization.
IBM AI Engineering
Launch your career as an AI engineer with this IBM AI Engineering course offered by Coursera in partnership with IBM. Learn how to provide business insights from big data using machine learning and deep learning techniques.
DeepLearning.AI TensorFlow Developer Professional Certificate
In this hands-on, four-course DeepLearning.AI TensorFlow Developer Professional Certificate offered by Coursera in partnership with Deeplearning, you’ll learn the necessary tools to build scalable AI-powered applications with TensorFlow.
Designing Machine Learning Workflows in Python
In this Designing Machine Learning Workflows in Python course offered by Data Camp you will learn to build pipelines that stand the test of time.
Preprocessing for Machine Learning in Python
In this Preprocessing for Machine Learning in Python course offered by Data Camp you will learn how to clean and prepare your data for machine learning!
ARIMA Models in Python
In this ARIMA Models in Python course offered by Data Camp you will learn about ARIMA models in Python and become an expert in time series analysis.
Extreme Gradient Boosting with XGBoost
In this Extreme Gradient Boosting with XGBoost course offered by Data Camp you will learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.
Linear Classifiers in Python
In this Linear Classifiers in Python course offered by Data Camp you will learn the details of linear classifiers like logistic regression and SVM.