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
Vanderbilt University
Skills you'll gain: Claude Code, Prompt Engineering, ChatGPT, Generative AI Agents, Prompt Patterns, Anthropic Claude, Prompt Engineering Tools, LLM Application, Productivity, Multimodal Prompts, OpenAI, Debugging, TypeScript, OpenAI API, AI Enablement, Agentic systems, AI Orchestration, Version Control, AI Workflows, Generative AI
Skills you'll gain: Apache Kafka, Data Pipelines, Real Time Data, Apache Spark, Event-Driven Programming, Distributed Computing, Software Architecture, Performance Tuning, Real-Time Operating Systems, Application Deployment, Systems Architecture, Scalability, Data Processing, System Monitoring, Architecture and Construction, Data Transformation, Performance Management
Skills you'll gain: Unreal Engine, AI Workflows, Augmented and Virtual Reality (AR/VR), Game Design, Video Game Development, Animation and Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, C++ (Programming Language), Algorithms, Performance Tuning, Debugging
Columbia University
Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Applied Mathematics, Capital Markets, Financial Modeling, Risk Modeling, Regression Analysis, Market Liquidity, Futures Exchange, Risk Management, Equities, Actuarial Science
Skills you'll gain: Tableau Software, Business Intelligence, Interactive Data Visualization, Business Analytics, Data Visualization Software, Data Storytelling, Dashboard, Data Analysis, Forecasting, Data Preprocessing, Data Manipulation, Trend Analysis, Data Architecture
Skills you'll gain: SQL, Database Management, Database Design, Database Architecture and Administration, Query Languages, Databases, Data Manipulation, Performance Tuning, Data Integrity
Skills you'll gain: Performance Improvement, Customer Retention, Branding, Personal Development, Business, AI Enablement, Positivity, Growth Mindedness, Income Statement, Revenue Management
PracticalGrowth
Skills you'll gain: Workflow Management, Kanban Principles, Process Mapping, Lean Methodologies, Business Process, Standard Operating Procedure, Process Analysis, Continuous Improvement Process, Process Improvement, Operational Efficiency, Service Level, Performance Metric, Waste Minimization
Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Computational Thinking, Java, Algorithms, Programming Principles, Computer Programming, Debugging, Solution Design
Logical Operations
Skills you'll gain: Web Content Accessibility Guidelines, HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Browser Compatibility, Hypertext Markup Language (HTML), Web Content, Web Design and Development, Animations, Front-End Web Development, Web Applications, Web Development, Web Design, Typography, Javascript, Software Design, Software Development
DeepLearning.AI
Skills you'll gain: Model Deployment, Federated Learning, Tensorflow, Transfer Learning, Model Evaluation, Machine Learning, Information Privacy, Application Programming Interface (API), Artificial Neural Networks, Data Visualization
Skills you'll gain: Data Visualization, SPSS (Software), Statistical Analysis, Data Transformation, Data Manipulation, Data Analysis, Technical Support, Statistical Software, Data Import/Export
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In summary, here are 10 of our most popular applied machine learning courses
- AI Agents in Typescript/Javascript:Â Vanderbilt University
- Design Real-Time Architectures with Spark & Kafka:Â Coursera
- Artificial Intelligence in Unreal Engine 5:Â Packt
- Financial Engineering and Risk Management:Â Columbia University
- Analyze Business Data Using Tableau for Decision Making:Â EDUCBA
- Build & Analyze SQL Databases Through Real Projects:Â EDUCBA
- Life Coach Certification:Â Packt
- Lean Management & Process Flow for Knowledge Work:Â PracticalGrowth
- Advanced Concepts in Recursion, Backtracking, and OOP:Â Packt
- HTML5: Content Authoring with New and Advanced Features:Â Logical Operations
