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218 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
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

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
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 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

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.

Certificate Part-time Online
3 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

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.

Certificate Part-time Online
1 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
21 daysFree
Coursera4,2(93)
Online

Application of AI, InsurTech, and Real Estate Technology

The Application of AI, InsurTech, and Real Estate Technology course offered by Coursera in partnership with University of Pennsylvania is part of the Fintech: Foundations & Applications of Financial Technology Specialization.

Certificate Part-time Online
1 monthFree
Coursera4,2(93)
Online

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.

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

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.

Certificate Part-time Online
4 monthsFree
Coursera4,2(93)
Online

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.  

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

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. 

Certificate Part-time Online
1 monthFree
Coursera4,2(93)
Online

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. 

Certificate Part-time Online
2 monthsFree
Coursera4,2(93)
Online

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.

Certificate Part-time Online
14 daysFree
edX - online learning platform4,2(10)
Online

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.

Certificate Part-time Online
35 days$436/full

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