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
Skills you'll gain: MITRE ATT&CK Framework, Cybersecurity, Cyber Operations, Exploitation techniques, IT Automation, Scripting, Python Programming, Scripting Languages
Johns Hopkins University
Skills you'll gain: Data Modeling, Graphing, Mathematical Modeling, Algebra, Trigonometry, Linear Algebra, Calculus, General Mathematics, Mathematical Software, Applied Mathematics, Geometry
Università Bocconi
Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Strategic Thinking, Probability & Statistics, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, A/B Testing, Machine Learning
Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning
Skills you'll gain: Dashboard Creation, Power BI, Data Modeling, Analytical Skills, Data Visualization, Data Presentation, Analysis, Spatial Data Analysis, Datamaps, Business Reporting, Business Intelligence Software, Data Management, Storytelling, Management Reporting, Data Manipulation, Business Analytics, Data Analysis Software, Performance Reporting, Analytics, Visualization (Computer Graphics)
Maven Analytics
Skills you'll gain: Prompt Engineering, Generative AI, Google Gemini, ChatGPT, Data Analysis Expressions (DAX), Power BI, Deep Learning, Excel Formulas, Analytics, Google Sheets, AI literacy, Microsoft Excel, Artificial Intelligence, Data Analysis, Python Programming, SQL, Business Intelligence, Data Science, Debugging
Siemens
Skills you'll gain: Safety Standards, Robotics, Machine Controls, Safety Assurance, Mechanical Design, Automation, Control Systems, Program Development, Manufacturing and Production, Performance Testing, Human Machine Interfaces, Programming Principles, Human Factors, Risk Management Framework, Systems Of Measurement
Technion - Israel Institute of Technology
Skills you'll gain: Business Planning, Value Propositions, Entrepreneurship, Ideation, Business Strategy, New Product Development, Commercialization, Risk Management, Product Development, Innovation, Communication, Persuasive Communication, Sales Presentations, Feasibility Studies, Verification And Validation, Decision Making, Interviewing Skills
University of Cambridge
Skills you'll gain: AI literacy, Prompt Engineering Tools
University of California, Irvine
Skills you'll gain: Go (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Data Structures
Johns Hopkins University
Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Digital pedagogy, Community Development, Adult Education, Instructional Design, Motivational Skills, Relationship Building, Technology Strategies, Professional Development, Cultural Responsiveness, Communication
Skills you'll gain: Inventory and Warehousing, Material Handling, Warehousing, Inventory Control, Inventory Management, Logistics Management, Logistics, Inventory Control Systems, Warehouse Operations, Inventory Management System, Warehouse Management, Supply Chain Systems, Supply Chain, Information Systems, Vendor Management, Operational Efficiency, Automation, Cost Reduction
In summary, here are 10 of our most popular applied machine learning courses
- Introduction to Python for Cybersecurity:Â Infosec
- Calculus through Data & Modeling: Precalculus Review:Â Johns Hopkins University
- A Scientific Approach to Innovation Management: Università Bocconi
- Predictive Analytics Model for Term Deposit Investment:Â EDUCBA
- Analyze and Visualize Business Data with Power BI:Â EDUCBA
- ChatGPT & Generative AI for Data Analytics:Â Maven Analytics
- Basics of Robotics:Â Siemens
- From Idea to Startup:Â Technion - Israel Institute of Technology
- Ethical AI: AI essentials for everyone:Â University of Cambridge
- Functions, Methods, and Interfaces in Go:Â University of California, Irvine
