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251 Online Short courses in Machine Learning

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.

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).

AI and Machine Learning for Business
This 6-week, part-time online AI and Machine Learning for Business course at University of Southampton will introduce you to the core capabilities of Artificial Intelligence (AI) and empower you to contribute to this exciting new era in global technological development.

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.

Applied Machine Learning
There are few aspects of our digital lives that are untouched by machine learning. With this Applied Machine Learning degree at Noroff School of Technology and Digital Media, you'll teach systems to learn from data. You'll be highly qualified for jobs in AI and can start working straight after graduation.

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.

Professional Certificate of Competency in Vibration Analysis, Balancing, Alignment, Predictive and Precision Maintenance of Mach
The Professional Certificate of Competency in Vibration Analysis, Balancing, Alignment, Predictive and Precision Maintenance of Machinery from the Engineering Institute of Technology comprehensively explore vibration analysis, balancing and alignment techniques. Vibration analysis is a predictive maintenance technique covering the early diagnosis of faults in machinery.

Introduction to Machine Learning and Deep Learning in Geosciences
This is an introductory-level course of Machine Learning. The aim of this course is to provide an overview of the main machine learning methods and their application to geophysical, geochemical, geological and environmental data.
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.
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.
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.
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.
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.
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.
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
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.
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!
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.