Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.
University of Michigan
Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis Software, Data Manipulation, Python Programming, Development Environment, Software Installation
★ 4.9 (11) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Agentic systems, Agentic Workflows, Human Computer Interaction, AI Personalization, Experience Design, UI/UX Strategy, Interaction Design, User Experience Design, User Experience, Responsible AI, Human Machine Interfaces, AI Product Strategy, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Human Factors, Risking, Machine Learning, Technology Strategies
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation
Beginner · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Methods, Predictive Modeling, Machine Learning, Dimensionality Reduction, Machine Learning Algorithms, Unsupervised Learning, Text Mining
★ 4.7 (6) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Analysis, Analytics, Social Media Analytics, Data Processing, Query Languages, Data Transformation, Data Preprocessing, Scripting Languages, Scripting
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Feature Engineering, Statistical Analysis, Digital Signal Processing, Statistical Software, Data Transformation, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, Unsupervised Learning, Data Processing, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Feature Engineering, Google Cloud Platform, Model Training, Data Pipelines, Jupyter, Machine Learning Methods, Deep Learning, Model Optimization, Data Preprocessing, Predictive Modeling, Artificial Neural Networks, Data Import/Export, Embeddings
★ 3.8 (12) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: HTML and CSS, Responsive Web Design, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), Web Design, Web Design and Development, User Interface (UI), UI Components, User Interface (UI) Design, Front-End Web Development, Web Development, Design, Web Development Tools, Typography, Animations
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Scatter Plots, Graphing, Jupyter, NumPy, Histogram, Performance Tuning, Data Science, Development Environment, Python Programming, Software Installation, Distributed Computing, Unit Testing, Research
Mixed · Course · 1 - 3 Months

Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Fine-tuning, Prompt Patterns, Model Deployment, Model Training, Generative Model Architectures, Model Optimization, Natural Language Processing, Enterprise Architecture, Machine Learning, Software Design Patterns, Cloud API, API Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Software Design Patterns, Computational Thinking, Software Design, Algorithms, Theoretical Computer Science, Software Development, Data Structures, Computer Programming, Problem Solving, Computer Science, Machine Learning Methods
Advanced · Course · 1 - 4 Weeks