Machine Learning Andrew Ng Courses
Machine Learning courses by Andrew Ng focus on key concepts like supervised and unsupervised learning, neural networks, and decision trees. You’ll learn how to implement algorithms, evaluate models, and apply techniques using tools like Python and TensorFlow. These courses are designed to give you a solid foundation in how machines learn from data.
Popular Machine Learning Andrew Ng Courses and Certifications
DeepLearning.AI
DeepLearning.AI
Skills you'll gain: Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Model Training, NumPy, Predictive Modeling, Classification Algorithms, Feature Engineering, Artificial Intelligence, Model Evaluation, Python Programming, Logistic Regression, Model Optimization, Regression Analysis
DeepLearning.AI
Skills you'll gain: Agentic Workflows, Model Context Protocol, Agentic systems, LLM Application, AI Workflows, AI Orchestration, Generative AI Agents, Tool Calling, Prompt Engineering, Model Evaluation, Automation, Debugging, Python Programming, Software Design Patterns
Skills you'll gain: Unsupervised Learning, Supervised Learning, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Python Programming, Logistic Regression, Model Optimization
DeepLearning.AI
Skills you'll gain: Tensorflow, Machine Learning Methods, Machine Learning, Debugging, Performance Tuning, Data Preprocessing, Python Programming, Model Evaluation, Network Architecture
What brings you to Coursera today?
DeepLearning.AI
Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning, Data Science, Deep Learning, Artificial Neural Networks
Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Applied Mathematics, Descriptive Statistics, Model Optimization, Statistics, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Python Programming, Data Transformation, Machine Learning, Derivatives
Skills you'll gain: Python Programming, NumPy, Data Analysis
DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Responsible AI, Machine Learning, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Model Optimization, Dimensionality Reduction
University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Statistical Modeling, Statistics, Machine Learning Methods, Machine Learning, Classification Algorithms, Artificial Intelligence, Model Optimization, Algorithms, Python Programming
Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Autoencoders, Feature Engineering, Dimensionality Reduction, Supervised Learning, Classification Algorithms, Regression Analysis, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Deep Learning, Data Science, Machine Learning, Python Programming
How to choose the right Machine Learning Andrew Ng course
Start with what you want to do with machine learning. If you want to apply it to predictive analytics, choose courses focusing on regression, classification, and model evaluation techniques. If you're interested in deep learning applications, look for courses covering neural networks, convolutional networks, and recurrent networks.
Best Machine Learning Andrew Ng courses from DeepLearning.AI
Top-rated Machine Learning Andrew Ng courses offered by DeepLearning.AI on Coursera.
- Machine LearningDeepLearning.AIBeginnerDeepLearning.AI
- Supervised Machine Learning: Regression and ClassificationDeepLearning.AIBeginner1 - 4 WeeksDeepLearning.AI
- Agentic AIDeepLearning.AIIntermediate1 - 3 MonthsDeepLearning.AI
Best Machine Learning Andrew Ng certificate programs
Earn a certificate in Machine Learning Andrew Ng from top universities and companies.
- Deep LearningDeepLearning.AIIntermediate3 - 6 MonthsSpecialization
- Mathematics for Machine LearningImperial College LondonBeginner3 - 6 MonthsSpecialization
- AI and Machine Learning Essentials with PythonUniversity of PennsylvaniaIntermediate3 - 6 MonthsSpecialization
Best Machine Learning Andrew Ng courses for beginners
Top-rated beginner-friendly Machine Learning Andrew Ng courses with no prerequisites.
- AI For EveryoneDeepLearning.AIBeginner1 - 4 WeeksNo prerequisites
- Python for Data Science, AI & DevelopmentIBMBeginner1 - 3 MonthsNo prerequisites
- Unsupervised Learning, Recommenders, Reinforcement LearningDeepLearning.AIBeginner1 - 4 WeeksNo prerequisites
