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
Johns Hopkins University
Skills you'll gain: Mathematics and Mathematical Modeling, Mathematical Modeling, Political Sciences, Combinatorics, Social Sciences, Decision Intelligence, Logical Reasoning, Applied Mathematics, Critical Thinking, General Mathematics, Psychology
Skills you'll gain: Infrastructure as Code (IaC), Terraform, Amazon Web Services, Cloud Deployment, IT Infrastructure, Amazon Elastic Compute Cloud, Cloud Infrastructure, IT Automation, Amazon S3, Command-Line Interface, Configuration Management, Development Environment, Dependency Analysis, Multi-Factor Authentication
Skills you'll gain: Financial Market, Equities, Capital Markets, Market Trend, Economics, Investment Management, Business Valuation, Market Analysis, Portfolio Management, Financial Analysis, General Finance, Market Dynamics, Econometrics, Analysis, International Finance, Forecasting, Asset Management, Estimation
Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Model Deployment, Model Optimization, Model Training, MLOps (Machine Learning Operations), Keras (Neural Network Library), Predictive Modeling
Skills you'll gain: Post-Production, Storytelling, Video Editing, Timelines, Color Theory, Photo/Video Production and Technology, Color Matching, Videography, Image Quality, Music, Knowledge of Apple Software, Editing
Skills you'll gain: GitHub Copilot, LLM Application, Large Language Modeling, AI powered creativity, AI literacy, Generative AI, Software Development Tools, AI Workflows, Computer Programming Tools
LearnKartS
Skills you'll gain: Dashboard, Salesforce, Data Visualization, Business Reporting, Report Writing, Data Import/Export
Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Strategic Decision-Making, Financial Market, Decision Making, Investments, Market Data, Capital Markets, Economics, Forecasting, Risk Management, Financial Policy, Financial Modeling, Financial Analysis, Correlation Analysis, Statistical Analysis
Skills you'll gain: Unreal Engine, Game Design, Performance Tuning, Video Game Development, Animation and Game Design, Programming Principles, Data Structures, No-Code Development, Object Oriented Design, Event-Driven Programming, Interactive Design, Code Reusability, Scripting
Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Prompt Patterns, Tool Calling, Generative AI Agents, Prompt Engineering Tools, Embeddings, Agentic systems, Application Development, Query Languages, Data Pipelines, Data Persistence
University of California, Santa Barbara
Skills you'll gain: Commercial Laws, Contract Review, Vendor Contracts, Contract Compliance, Legal Risk, Law, Regulation, and Compliance
Skills you'll gain: Azure DevOps, Azure DevOps Pipelines, Continuous Delivery, CI/CD, DevOps, Devops Tools, Test Planning, Continuous Integration, Software Development Methodologies, Git (Version Control System), Agile Software Development, YAML, Continuous Deployment, GitHub, Agile Methodology, Microsoft Development Tools, Test Automation, Version Control, Agile Project Management, Application Deployment
In summary, here are 10 of our most popular applied machine learning courses
- Mathematics and Democracy Teach Out:Â Johns Hopkins University
- Terraform Basics - Managing Infrastructure as Code:Â Packt
- Analyze Capital Markets Using Economic and Valuation Models:Â EDUCBA
- Optimize AI: Fine-Tune & Maximize Accuracy:Â Coursera
- DaVinci Resolve 19 Masterclass: Audio & Visual Polish:Â Skillshare
- Generative AI for Code Completion :Â Coursera
- Salesforce Reports and Dashboards:Â LearnKartS
- Analyze Capital Market Expectations for Portfolio Management:Â EDUCBA
- Unreal Engine Blueprints-Advanced Gameplay and Logic Systems:Â EDUCBA
- Gen AI - RAG Application Development using LlamaIndex:Â Packt
