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268 Short courses in Machine Learning
Python Data Products for Predictive Analytics
Build Predictive Systems with Accuracy. Collect, model, and deploy data-driven systems using Python and machine learning with this Python Data Products for Predictive Analytics Specialization offered by Coursera in partnership with UC San Diego.
Hyperparameter Tuning in R
In this Hyperparameter Tuning in R course offered by Data Camp you will learn how to tune your model's hyperparameters to get the best predictive results.
Winning a Kaggle Competition in Python
In this Winning a Kaggle Competition in Python course offered by Data Camp you will learn how to approach and win competitions on Kaggle.
Machine Learning
Machine Learning impacts all industry sectors that generate significant amounts of data. This online certificate program at University of Maryland Global Campus in machine learning combines study of methods and software tools to develop predictive models and artificial intelligence solutions.
Machine Learning (Python)
Through this Machine Learning (Python) course at Singapore Management University, graduates will develop the relevant skillsets to build data-driven Machine Learning/AI applications and cognitive products using Python.
Machine Learning - Without Mathematics and Programming
This Machine Learning - Without Mathematics and Programming course at Singapore Management University aims to let participants know what machine learning really is without the complexity of mathematics and programming. It is focused solely on understanding what insights machine learning can provide.
Dimensionality Reduction in Python
In this Dimensionality Reduction in Python course offered by Data Camp you will understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.
Supervised Learning with scikit-learn
In this Supervised Learning with scikit-learn course offered by Data Camp you will grow your machine learning skills with scikit-learn in Python.
Fraud Detection in Python
In this Fraud Detection in Python course offered by Data Camp you will learn how to detect fraud using Python, how to resample your data in a smart way in order to tackle problems with imbalanced data
Graph Algorithms and Machine Learning
In the Graph Algorithms and Machine Learning course offered by Massachusetts Institute of Technology (MIT), designed for technical professionals who work with large quantities of data, you will enhance your ability to extract useful insights from large and structured data sets.
Imaging and Machine Learning in Manufacturing, Medicine, and More
The Imaging and Machine Learning in Manufacturing, Medicine, and More course offered by Massachusetts Institute of Technology (MIT) helps acquire the skills and knowledge you need to build a complete imaging system for their enterprise.
Bioprocess Data Analytics and Machine Learning
In the Bioprocess Data Analytics and Machine Learning course offered by Massachusetts Institute of Technology (MIT), three-day course, designed specifically for scientists and engineers in the biopharma industry, you’ll explore best practices for translating biopharmaceutical manufacturing data into reliable models and better decisions.
Advanced Reinforcement Learning
In the Advanced Reinforcement Learning course offered by Massachusetts Institute of Technology (MIT), you will explore the cutting-edge of RL research, and enhance your ability to identify the correct approach for applying advanced frameworks to pressing industry challenges.
Practical Machine Learning with Scikit-Learn
The goal of the Practical Machine Learning with Scikit-Learn course offered by University Teknologi PETRONAS is to give participants the concepts and the tools needed to actually implement programs capable of learning from data.
Deep Learning for Natural Language Processing
Deep learning is a subset of machine learning, where artificial neural networks - algorithms inspired by the human brain - learn from large amounts of data. University College London (UCL) offers the Deep Learning for Natural Language Processing programme.
Advanced End-to-End Machine Learning
This Advanced End-to-End Machine Learning course offered by University of St Andrews will give you the tools to understand the core concepts, methods and technologies that underpin modern Deep Learning using artificial neural networks (ANNs).
Introduction - End-to-End Machine Learning
Machine learning workflows are key to effective data science. This Introduction - End-to-End Machine Learning course offered by University of St Andrews is focused on using Python packages to perform end-to-end data-driven analyses.
How Entrepreneurs in Emerging Markets can master the Blockchain Technology
This How Entrepreneurs in Emerging Markets can master the Blockchain Technology course offered by Coursera in partnership with University of Cape Town is part of Fintech Startups in Emerging Markets Specialization
Mathematics for Machine Learning
This Mathematics for Machine Learning Specialization offered by Coursera in partnership with Imperial College London aims to bridge that gap, getting you up to speed in the underlying mathematics, building an intuitive understanding, and relating it to Machine Learning and Data Science.
Matrix Methods
Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation with this Matrix Methods course offered by Coursera in partnership with University of Minnesota.