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207 Short courses in Machine Learning in United States

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.

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).

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.
The Data Scientist's Toolbox
In this The Data Scientist's Toolbox course offered by Coursera in partnership with Johns Hopkins University, you will get an introduction to the main tools and ideas in the data scientist's toolbox.
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.
Applied Deep Learning Capstone Project
EdX is an online learning platform trusted by over 12 million users offering the Applied Deep Learning Capstone Project Certificate in collaboration with IBMx. In this capstone project, you'll use either Keras or PyTorch to develop, train, and test a Deep Learning model. Load and preprocess data for a real problem, build the model and then validate it.
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.
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.
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.
Mathematics for Machine Learning - Linear Algebra
In this Mathematics for Machine Learning - Linear Algebra course offered by Coursera in partnership with Imperial College London, they look at what linear algebra is and how it relates to vectors and matrices.
Mathematics for Machine Learning - Multivariate Calculus
This Mathematics for Machine Learning - Multivariate Calculus course offered by Coursera in partnership with Imperial College London offers a brief introduction to the multivariate calculus required to build many common machine learning techniques.
Natural Language Processing in Python
In this Natural Language Processing in Python course offered by Data Camp you will learn how to transcribe, and extract exciting insights from books, review sites, and online articles with Natural Language Processing (NLP) in Python.
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.
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.
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!
Model Validation in Python
In this Model Validation in Python course offered by Data Camp you will learn the basics of model validation, validation techniques, and begin creating validated and high performing models.
Modeling with tidymodels in R
In this Modeling with tidymodels in R course offered by Data Camp you will learn to streamline your machine learning workflows with tidymodels.
Machine Learning with caret in R
In this Machine Learning with caret in R course offered by Data Camp you will learn the big ideas in machine learning like how to build and evaluate predictive models.
Fraud Detection in R
In this Fraud Detection in R course offered by Data Camp you will learn to detect fraud with analytics in R by detecting anomalies in the type of payment methods used.
Dimensionality Reduction in R
In this Dimensionality Reduction in R course offered by Data Camp you will learn dimensionality reduction techniques in R and master feature selection and extraction for your own data and models.