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204 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.

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).
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.
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.
Machine Learning Fundamentals in R
In this Machine Learning Fundamentals in R course offered by Data Camp you will predict categorical and numeric responses via classification and regression, and discover the hidden structure of datasets with unsupervised learning.
Machine Learning for Finance in Python
In this Machine Learning for Finance in Python course offered by Data Camp you will learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.
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.
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.
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.
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.
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.
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!
Hyperparameter Tuning in Python
In this Hyperparameter Tuning in Python course offered by Data Camp you will learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search
Advanced NLP with spaCy
In this Advanced NLP with spaCy course offered by Data Camp you will learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.
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.
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.
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.
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.
Java Programming - Build a Recommendation System
In this Java Programming - Build a Recommendation System course offered by Coursera in partnership with Duke University, you will show off your problem solving and Java programming skills by creating recommender systems.