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268 Short courses in Machine Learning
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.
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.
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.
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
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.
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.
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.
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.
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.
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.
Artificial Intelligence on Microsoft Azure - Machine Learning and Python Basics Microcredential
During this Artificial Intelligence on Microsoft Azure - Machine Learning and Python Basics Microcredential from CloudSwyft Global Systems by FutureLearn you will develop AI and machine learning skills using Python and Microsoft Azure, on the path to role-based certifications.
Introduction to Data Science and Machine Learning
Data Science and Big Data Analytics are exciting new areas that combine scientific inquiry, statistical knowledge and computer programming. London School of Economics and Political Science offers the Introduction to Data Science and Machine Learning programme.
Integrated Machine Learning Systems - Emerging Topics
Weekly seminars will be delivered by high-profile academics, experts from industry and other stakeholders in machine learning technology. University College London (UCL) offers the Integrated Machine Learning Systems - Emerging Topics programme.
Intermediate End-to-End Machine Learning
This Intermediate End-to-End Machine Learning course offered by University of St Andrews is aimed at professionals with a high level of numeracy who are seeking to understand the core concepts, methods, and technologies that underpin modern machine learning.
Machine Learning
Master fundamental AI concepts and develop practical machine learning skills in the beginner-friendly, 3-course program by AI visionary Andrew Ng. This Machine Learning Specialization is offered by Coursera in partnership with Deeplearning.
AI Skills - Basic and Advanced Techniques in Machine Learning
EdX is an online learning platform trusted by over 12 million users offering the AI Skills - Basic and Advanced Techniques in Machine Learning Certificate in collaboration with Delft University of Technology (TU Delft) - DelftX.
Mastering Generative AI
Look beyond the hype and FoMO, join the Mastering Generative AI course at Constructor Nexademy and find out what Generative AI and Prompt Engineering are all about.
Contrastive Language-Image Pretraining (CLIP) Fluency
In this lesson, you will learn about CLIP, which is short for Contrastive Language-Image Pretraining, a machine learning model that connects text and images. The Contrastive Language-Image Pretraining (CLIP) Fluency program is offered by Udacity.
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.
Introduction to Machine Learning with Python
This Introduction to Machine Learning with Python course is offered by Coursera in partnership with Arizona State University.