Best of Machine Learning & AI

We curated this collection for anyone who’s interested in learning about machine learning and artificial intelligence (AI). Whether you’re new to these two fields or looking to advance your knowledge, Coursera has a course that can fit your learning goals. Through this collection, you can pick up skills in introductory and advanced Machine Learning, with several relevant applications and tools like Python, Google Cloud Platform, and TensorFlow. You’ll learn about trending topics like text mining, natural language processing, deep learning, neural networks, clustering, and classification, any or all of which you can use to solve real-world problems in your everyday work as a data scientist, machine learning engineer, software engineer, or simply as a student who is transitioning into these fields.

Best of Machine Learning & AI

We curated this collection for anyone who’s interested in learning about machine learning and artificial intelligence (AI). Whether you’re new to these two fields or looking to advance your knowledge, Coursera has a course that can fit your learning goals. Through this collection, you can pick up skills in introductory and advanced Machine Learning, with several relevant applications and tools like Python, Google Cloud Platform, and TensorFlow. You’ll learn about trending topics like text mining, natural language processing, deep learning, neural networks, clustering, and classification, any or all of which you can use to solve real-world problems in your everyday work as a data scientist, machine learning engineer, software engineer, or simply as a student who is transitioning into these fields.

Curated by Coursera

These courses and Specializations have been hand-picked by the learning team at Coursera

Deep Learning

Deep Learning

deeplearning.ai

SPECIALIZATION
4.8
Introduction to Data Science in Python

Introduction to Data Science in Python

University of Michigan

COURSE
4.5
Applied Data Science with Python

Applied Data Science with Python

University of Michigan

SPECIALIZATION
4.5
Applied Plotting, Charting & Data Representation in Python

Applied Plotting, Charting & Data Representation in Python

University of Michigan

COURSE
4.5
Applied Machine Learning in Python

Applied Machine Learning in Python

University of Michigan

COURSE
4.6
Applied Text Mining in Python

Applied Text Mining in Python

University of Michigan

COURSE
4.2
Applied Social Network Analysis in Python

Applied Social Network Analysis in Python

University of Michigan

COURSE
4.6
机器学习:回归

机器学习:回归

University of Washington

COURSE
4.8
Machine Learning

Machine Learning

University of Washington

SPECIALIZATION
4.7
分类

分类

University of Washington

COURSE
4.7
机器学习基础:案例研究

机器学习基础:案例研究

University of Washington

COURSE
4.6
聚类与检索

聚类与检索

University of Washington

COURSE
4.6
Neural Networks and Deep Learning

Neural Networks and Deep Learning

deeplearning.ai

COURSE
4.9
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

deeplearning.ai

COURSE
4.9
Convolutional Neural Networks

Convolutional Neural Networks

deeplearning.ai

COURSE
4.8
Structuring Machine Learning Projects

Structuring Machine Learning Projects

deeplearning.ai

COURSE
4.8
Sequence Models

Sequence Models

deeplearning.ai

COURSE
4.8
How Google does Machine Learning

How Google does Machine Learning

Google Cloud

COURSE
4.5
Applied AI with DeepLearning

Applied AI with DeepLearning

IBM

COURSE
4.4
Machine Learning with TensorFlow on Google Cloud Platform

Machine Learning with TensorFlow on Google Cloud Platform

Google Cloud

SPECIALIZATION
4.5
机器学习

机器学习

Stanford University

COURSE
4.9
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