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  • Applied Machine Learning

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


  • U

    Universiteit Leiden

    Population Health: Predictive Analytics

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Model Evaluation, R Programming, Preventative Care, Statistical Modeling, Sample Size Determination, Regression Analysis, Statistical Machine Learning, Precision Medicine, Data Preprocessing, Diagnostic Tests

    ★ 4.6 (25) · Intermediate · Course · 1 - 3 Months

  • S

    Scrimba

    Intro to Claude AI

    Skills you'll gain: Anthropic Claude, Prompt Engineering, LLM Application, Generative AI, Large Language Modeling, Multimodal Prompts, Cloud API, AI literacy, Artificial Intelligence, Responsible AI, Application Programming Interface (API), Cloud Deployment

    ★ 4.3 (33) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a no-code responsive website with Webflow

    Skills you'll gain: Responsive Web Design, No-Code Development, Web Design, Content Management, Web Design and Development, Web Content, Web Development

    ★ 4.4 (132) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Digital Twins

    Skills you'll gain: Manufacturing Operations, Production Planning, Digital Transformation, Digital Assets, Technology Strategies, Business Transformation, Internet Of Things, Simulation and Simulation Software, Emerging Technologies, Real Time Data, Data Integration, Trend Analysis, Risk Analysis, Business, Systems Integration, Case Studies

    ★ 4.6 (109) · Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Electrical Power Generation - An Industrial Outlook

    Skills you'll gain: Electrical Power, Electric Power Systems, Electrical Systems, Control Systems, Electrical Substation, Energy and Utilities, Plant Operations and Management, Electrical Equipment, Three-Phase, Machine Controls, Power Electronics, Automation Engineering, High Voltage, Electrical Engineering, Process Control, Basic Electrical Systems, Thermal Management

    ★ 4.5 (148) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Linux Shell Scripting: Build, Automate & Troubleshoot

    Skills you'll gain: Shell Script, Bash (Scripting Language), Linux Commands, Unix Shell, Linux, Scripting, Linux Servers, Unix Commands, Unix, Scripting Languages, Debugging, Code Reusability, Command-Line Interface, File I/O, Programming Principles

    ★ 4.6 (8) · Mixed · Course · 1 - 4 Weeks

  • R

    Rice University

    Python Data Representations

    Skills you'll gain: File I/O, Development Environment, Data Access, Data Structures, File Management, Data Storage, Scripting, Python Programming, Integrated Development Environments, Debugging

    ★ 4.7 (1.1K) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    HRM Strategies: Analyze, Evaluate & Design

    Skills you'll gain: Human Resources Management and Planning, Human Capital, Human Resource Strategy, Human Resources, Talent Management, Workforce Planning, Workforce Development, Talent Acquisition, Case Studies, Human Resource Policies, Corporate Strategy, Organizational Strategy, Operational Analysis, Business Strategy, Business Management, Strategic Thinking, Competitive Analysis, Analysis

    ★ 5 (17) · Mixed · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Robotics Engineering & Applications

    Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Mechanical Design

    ★ 4.5 (34) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    IntelliJ IDEA: Complete Course

    Skills you'll gain: Apache Maven, Eclipse (Software), Build Tools, Data Import/Export, Kotlin, Software Installation, Unit Testing, Database Management

    ★ 4.8 (19) · Beginner · Course · 1 - 4 Weeks

  • I

    Imperial College London

    Health Systems Development: Introduction to Health Systems

    Skills you'll gain: Health Systems, Health Equity, Health Assessment, Health Policy, Health Care Administration, Health Administration, Governance, Healthcare Industry Knowledge, Health Promotion, Public Health, Sustainable Development, Public Health and Disease Prevention

    ★ 4.7 (228) · Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI for Automation

    Skills you'll gain: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Agentic systems, Generative Model Architectures, Agentic Workflows, LangChain, Responsible AI, AI Security, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems

    ★ 4.3 (21) · Beginner · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Population Health: Predictive Analytics: Universiteit Leiden
  • Intro to Claude AI: Scrimba
  • Create a no-code responsive website with Webflow: Coursera
  • Digital Twins: University of Michigan
  • Electrical Power Generation - An Industrial Outlook: L&T EduTech
  • Linux Shell Scripting: Build, Automate & Troubleshoot: EDUCBA
  • Python Data Representations: Rice University
  • HRM Strategies: Analyze, Evaluate & Design: EDUCBA
  • Robotics Engineering & Applications: L&T EduTech
  • IntelliJ IDEA: Complete Course: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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