Machine Learning Courses for Beginners
Beginner machine learning courses can help you learn data preprocessing, supervised and unsupervised learning, model evaluation, and basic algorithm implementation. You can build skills in feature selection, data visualization, and interpreting model outputs. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support applying machine learning techniques to real-world datasets.
Popular Beginner Machine Learning Courses and Certifications
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Applied Machine Learning, Machine Learning Algorithms, Transfer Learning, Machine Learning, Machine Learning Methods, Decision Tree Learning, Model Evaluation, Responsible AI, Tensorflow, Scikit Learn (Machine Learning Library), Artificial Intelligence, NumPy, Predictive Modeling, Classification Algorithms, Reinforcement Learning, Random Forest Algorithm
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
Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Descriptive Statistics, Model Optimization, Applied Machine Learning, 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
Skills you'll gain: Responsible AI, Generative AI, AI literacy, Retrieval-Augmented Generation, Natural Language Processing
What brings you to Coursera today?
Skills you'll gain: Model Evaluation, Predictive Modeling, Machine Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Classification Algorithms, Unsupervised Learning, Regression Analysis, Reinforcement Learning
DeepLearning.AI
Skills you'll gain: Model Training, Machine Learning Algorithms, Transfer Learning, Machine Learning, Machine Learning Methods, Applied Machine Learning, Decision Tree Learning, Model Evaluation, Tensorflow, Responsible AI, Artificial Intelligence, Supervised Learning, Classification Algorithms, Random Forest Algorithm, Model Optimization, Artificial Neural Networks, Logistic Regression, Regression Analysis
University of London
Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Artificial Intelligence, Statistical Machine Learning, Model Evaluation, Machine Learning Algorithms, AI literacy, Data Collection
Amazon Web Services
Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Amazon Web Services, Model Deployment, Machine Learning
EDHEC Business School
Skills you'll gain: Investment Management, Portfolio Management, Text Mining, Data Visualization, Portfolio Risk, Applied Machine Learning, Asset Management, Network Analysis, Investments, Machine Learning Methods, Financial Data, Market Data, Predictive Modeling, Web Scraping, Machine Learning, Financial Market, Financial Analysis, Financial Modeling, Risk Analysis, Risk Management
Skills you'll gain: Model Deployment, Decision Tree Learning, Applied Machine Learning, Predictive Modeling, Microsoft Azure, No-Code Development, Machine Learning, Data Preprocessing, Model Training, Cloud Deployment, Machine Learning Algorithms, Model Evaluation, Data Science, Data Analysis, Classification Algorithms
Imperial College London
Skills you'll gain: Linear Algebra, Applied Machine Learning, Data Science, Data Manipulation, Data Transformation, Machine Learning
Best free Machine Learning courses
High-quality free Machine Learning courses you can start today.
- Developing Machine Learning SolutionsAmazon Web ServicesBeginner1 - 4 WeeksFree
- Machine Learning Pipelines with Azure ML StudioCourseraBeginnerLess Than 2 HoursFree
Best Machine Learning courses from DeepLearning.AI
Top-rated Machine Learning courses offered by DeepLearning.AI on Coursera.
- Machine LearningDeepLearning.AIBeginner1 - 3 MonthsDeepLearning.AI
- Supervised Machine Learning: Regression and ClassificationDeepLearning.AIBeginner1 - 4 WeeksDeepLearning.AI
- Advanced Learning AlgorithmsDeepLearning.AIBeginner1 - 4 WeeksDeepLearning.AI
Best Machine Learning certificate programs
Earn a certificate in Machine Learning from top universities and companies.
- Mathematics for Machine LearningImperial College LondonBeginner3 - 6 MonthsSpecialization
- Investment Management with Python and Machine LearningEDHEC Business SchoolBeginner3 - 6 MonthsSpecialization
Best Machine Learning courses for beginners
Top-rated beginner-friendly Machine Learning courses with no prerequisites.
- Python for Data Science, AI & DevelopmentIBMBeginner1 - 3 MonthsNo prerequisites
- Introduction to Artificial Intelligence (AI)IBMBeginner1 - 4 WeeksNo prerequisites
- Machine Learning Introduction for EveryoneIBMBeginner1 - 4 WeeksNo prerequisites
