Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Pearson
Skills you'll gain: Clinical Psychology, Mental Health Diseases and Disorders, Human Development, Mental Health, Psychology, Sensory Systems Analysis, Problem Solving, Self-Awareness, Psychotherapy, Learning Strategies, Decision Making, Stress Management, Mental Health Therapies, Human Learning, Child Development, Personal Development, Learning Theory, Social Sciences, Sociology, Scientific Methods
Georgia Institute of Technology
Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Engineering Calculations, Engineering, Systems Engineering, Physics, Calculus, Applied Mathematics, Mathematical Modeling, Integral Calculus, Derivatives
Skills you'll gain: AutoCAD, Architectural Drawing, Autodesk, 3D Modeling, Technical Drawing, Engineering Drawings, Visualization (Computer Graphics), Computer-Aided Design, 3D Assets, Drafting and Engineering Design, Architectural Design, Building Design, AutoCAD Civil 3D, Software Visualization, Design Software, User Interface (UI)
O.P. Jindal Global University
Skills you'll gain: Psychology, Psychological Evaluations, Human Learning, Human Development, Learning Theory, Psychotherapy, Psychosocial Assessments, Behavior Management, Sociology, Culture, Industrial and Organizational Psychology, Clinical Psychology, Research, Personal Development, Mental Health, Research Methodologies, Mental and Behavioral Health, Critical Thinking, Problem Solving, Critical Thinking and Problem Solving
Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming
Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Test Script Development, Programming Principles, Software Testing, Data Structures, Python Programming, Program Development, Computer Programming, Development Environment, Debugging, Django (Web Framework), Functional Design, Package and Software Management, Cloud Hosting
Northwestern University
Skills you'll gain: Robotics, Engineering, Mechanics, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Matlab, Control Systems, Applied Mathematics, Physics, Differential Equations
Vanderbilt University
Skills you'll gain: Prompt Engineering, Claude Code, No-Code Development, AI powered creativity, Prompt Patterns, Anthropic Claude, AI Enablement, ChatGPT, AI Orchestration, AI Product Strategy, AI Workflows, Google Gemini, Generative AI, AI Personalization, Prompt Engineering Tools, Multimodal Prompts, Generative AI Agents, AI Integrations, Automation, Software Engineering
Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Trend Analysis, Advanced Analytics, Predictive Modeling, Predictive Analytics, Data-Driven Decision-Making, Business Analytics, Supervised Learning, Business Metrics, Market Data, Generative AI, Financial Management, Strategic Decision-Making, Market Intelligence, Statistical Analysis, Model Evaluation, Data Storytelling, Applied Machine Learning
Universidade de São Paulo
Skills you'll gain: Debugging, Computational Thinking, Programming Principles, Data Structures, Computer Programming, Program Development, Computer Science, Maintainability, Python Programming, Computational Logic, Algorithms, Code Reusability
Skills you'll gain: Microsoft Azure, Cloud Services, Virtualization, Cloud Computing, Virtual Machines, Cloud Platforms, Cloud Storage, Cloud Infrastructure, Virtual Private Networks (VPN), Public Cloud, Virtual Networking, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Cloud Management, Data Storage, Database Management Systems, Scalability
The Hong Kong University of Science and Technology
Skills you'll gain: Statistical Inference, Portfolio Risk, Statistical Methods, Pandas (Python Package), Statistical Hypothesis Testing, Probability & Statistics, Risk Analysis, Statistics, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Risk Management, Feature Engineering, Regression Analysis, Financial Analysis, Jupyter, Financial Market, Python Programming, Data Visualization
In summary, here are 10 of our most popular applied machine learning courses
- General Psychology:Â Pearson
- Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion:Â Georgia Institute of Technology
- AutoCAD Foundation & Core Drafting Mastery:Â EDUCBA
- Psychology of Personality:Â O.P. Jindal Global University
- AI Workflow: Feature Engineering and Bias Detection:Â IBM
- Programming in Python:Â Meta
- Modern Robotics, Course 1: Foundations of Robot Motion:Â Northwestern University
- Build Anything with AI — No Code Required: Vanderbilt University
- Forecasting and Predictive Analytics Methods Pack:Â Coursera
- Introdução à Ciência da Computação com Python Parte 1: Universidade de São Paulo
