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268 Short courses in Machine Learning
Introduction to Machine Learning with Azure
The Introduction to Machine Learning with Azure course from Udacity will help you gain a high-level introduction to the field of machine learning and prepare to use Azure Machine Learning Studio to train machine learning models.
Developing your First ML Workflow
This Developing your First ML Workflow course from Udacity discusses how to use AWS services to train a model, deploy a model, and how to use AWS Lambda Functions, Step Functions to compose your model and services into an event-driven application.
Applied Machine Learning Systems - an Introduction
University College London (UCL)'s Applied Machine Learning Systems - an Introduction practical short course provides and introduction to the basic principles of machine learning systems engineering.
Machine Learning in Practice
From chatbots, personalised recommendations on social media, traffic predictions and virtual personal assistants including Siri and Alexa, advances in machine learning are becoming an integral tool that help individuals navigate the modern world. London School of Economics and Political Science offers the Machine Learning in Practice programme.
Artificial Intelligence - an Overview
This Artificial Intelligence - an Overview Specialization offered by Coursera in partnership with Politecnico di Milano is intended for beginners seeking to enter the artificial intelligence world.
Hands-on Machine Learning with Python, TensorFlow and Keras
In the Hands-on Machine Learning with Python, TensorFlow and Keras course offered by Hokkaido University, TensorFlow and Keras, simple machine learning models and analyses will be developed that can be run on a lap-top computer without a GPU.
Deep Learning Methods for Medical Image Analysis
The Deep Learning Methods for Medical Image Analysis hands-on course by KTH Royal Institute of Technology will provide you with a general introduction of supervised learning and its applications in medical image analysis.
Energy Data Analytics and Forecasting
Energy Data Analytics and Forecasting course offered at the Lucerne University of Applied Sciences and Arts considers how machine learning can be used to help solve the energy forecasting problem.
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.
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.
Data Science and Machine Learning - The Fundamentals
This Data Science and Machine Learning - The Fundamentals at the University of Warwick addresses fundamental aspects of Data Science and Machine Learning, e.g., analytical models to represent and understand the data, efficient algorithms to manipulate and extract relevant knowledge, and corresponding models to understand their overall performance and limitations.
Machine Dynamics with MATLAB
This Machine Dynamics with MATLAB course offered by edX - online learning platform will introduce you to a broad range of methodologies used in the field of machine dynamics.
Machine Learning Foundations - A Case Study Approach
The Machine Learning Foundations - A Case Study Approach course offered by Coursera in partnership with University of Washington is part of the Machine Learning Specialization.
Computer Vision Basics
This Computer Vision Basics course is offered by Coursera in partnership with University at Buffalo.
Computational Social Science
This Computational Social Science Specialization offered by Coursera in partnership with UC Davis serves as a multidisciplinary, multi-perspective, and multi-method guide on how to better understand society and human behavior with modern research tools.
Deep Learning A-Z - Neural Networks, AI and ChatGPT Prize
At Deep Learning A-Z - Neural Networks, AI and ChatGPT Prize from Udemy you will learn to create deep learning algorithms in python from two machine learning & data science experts, templates included.
Applied Text Mining in Python
The Applied Text Mining in Python course offered by Coursera in partnership with University of Michigan is part of the Applied Data Science with Python Specialization.
Introduction to Computer Vision and Image Processing
As part of this Introduction to Computer Vision and Image Processing course offered by Coursera in partnership with IBM, you will utilize Python, Pillow, and OpenCV for basic image processing and perform image classification and object detection.
Natural Language Processing
By the end of this Natural Language Processing Specialization offered by Coursera in partnership with Deeplearning, you will be ready to design NLP applications that perform question-answering and sentiment analysis, create tools to translate languages and summarize text, and even build chatbots.
Supervised Machine Learning - Regression and Classification
The Supervised Machine Learning - Regression and Classification course offered by Coursera in partnership with Stanford is part of Machine Learning Specialization.