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212 Short courses in Machine Learning in United States

2

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.

Certificate Part-time Online
3 months$1,200/full

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.

Certificate Part-time Online
3 months$2,850/full

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).

Certificate Part-time Online
3 months$2,500/full

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. 

Short Course Part-time Online
2 days$499/full
Coursera4,2(93)
Online

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.

Short Course Part-time Online
3 monthsFree
Coursera4,2(93)
Online

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.

Certificate Part-time Online
7 daysFree
Coursera4,2(93)
Online

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. 

Certificate Part-time Online
7 daysFree
Coursera4,2(93)
Online

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. 

Short Course Part-time Online
3 monthsFree
Coursera4,2(93)
Online

Introduction to Machine Learning with Python

This Introduction to Machine Learning with Python course is offered by Coursera in partnership with Arizona State University.

Certificate Part-time Online
7 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

Market Basket Analysis in Python

In this Market Basket Analysis in Python course offered by Data Camp you will explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
3 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree
Data Camp4,2(5)
Online

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.

Certificate Part-time Online
1 daysFree

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