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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


  • E

    EDUCBA

    Hadoop Projects: Analyze Big Data with Hive & Pig

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Processing, Enterprise Application Management, Performance Tuning, Data Manipulation, Data Analysis, Distributed Computing, Data Import/Export, SQL, Analysis, Data Transformation, Program Development

    Mixed · Course · 1 - 3 Months

  • S

    Scrum Alliance

    Agile Coaching Essentials

    Skills you'll gain: Teaching, Culture Transformation, Discussion Facilitation, Organizational Change, Meeting Facilitation, Business Transformation, Employee Coaching, Coaching, Agile Product Development, Organizational Structure, Agile Project Management, Agile Software Development, Mentorship, Team Leadership, Agile Methodology, Team Performance Management, Leadership and Management, Organizational Strategy, Team Management, Strategic Leadership

    ★ 4.1 (12) · Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze and Apply Project Finance Methods and Functions

    Skills you'll gain: Project Finance, Financial Modeling, Risk Analysis, Loans, Commercial Lending, Financial Analysis, Financial Data, Finance, Excel Formulas, Project Risk Management, Risk Mitigation, Cost Benefit Analysis, Financial Management, Risk Management, Microsoft Excel, Cash Flows

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build Practical Ruby Projects Using Core Programming Skills

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Ruby (Programming Language), Program Development, File I/O, Code Reusability, Development Environment, Maintainability, Programming Principles, Data Structures, Computer Programming, Debugging, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build Interactive Data Apps with R Shiny Fundamentals

    Skills you'll gain: Shiny (R Package), Interactive Data Visualization, Dashboard Creation, R (Software), Dashboard, User Interface (UI), UI Components, Data Integration, Server Side, Interactive Design, User Interface (UI) Design, Web Applications, Software Architecture, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

  • E

    ESSEC Business School

    Paths to a Sustainable Future

    Skills you'll gain: Cooperation, Teamwork, Collaboration, Sustainable Development, Decision Making, Sustainable Systems, Business Transformation, Social Justice, Environmental Issue, Political Sciences, Social Impact, Socioeconomics, Action Oriented, Social Sciences, Systems Thinking, Visionary, Economic Development, Corporate Sustainability, Economics, Policy, and Social Studies, Empowerment

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

  • N

    Nanyang Technological University, Singapore

    Beauty, Form & Function: An Exploration of Symmetry

    Skills you'll gain: Materials science, Design, Mathematics and Mathematical Modeling, Architectural Drawing, Creative Design

    ★ 3.7 (7) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Sales Managers: Data-Driven Sales Forecasting

    Skills you'll gain: Sales Pipelines, AI Personalization, Sales Management, Sales Process, Sales, Sales Strategy, Anthropic Claude, Sales Development, Customer Engagement, Responsible AI, General Sales Practices, Lead Generation, Generative AI, ChatGPT, AI Integrations, Forecasting, Business Ethics, Customer Insights

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Spacecraft Relative Motion Control

    Skills you'll gain: Control Systems, Simulation and Simulation Software, Numerical Analysis, Simulations, Engineering Analysis, Mathematical Modeling, Differential Equations, Applied Mathematics, Mathematical Theory & Analysis

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Content with Make.com: Automate Instagram Reel Scripts

    Skills you'll gain: Workflow Management, Make.com, Document Management, AI powered creativity, Content Development and Management, Social Media Content, Instagram, ChatGPT, AI Workflows, Prompt Engineering, Content Creation, Social Media Marketing, Google Docs, Social Media, Social Media Management, Social Media Strategy, AI Integrations

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Data Visualization using Plotnine and ggplot

    Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Data Analysis, Graphing, Python Programming

    ★ 4.6 (16) · Intermediate · Guided Project · Less Than 2 Hours

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

  • Hadoop Projects: Analyze Big Data with Hive & Pig: EDUCBA
  • Agile Coaching Essentials: Scrum Alliance
  • Analyze and Apply Project Finance Methods and Functions: EDUCBA
  • Build Practical Ruby Projects Using Core Programming Skills: EDUCBA
  • Build Interactive Data Apps with R Shiny Fundamentals: EDUCBA
  • Paths to a Sustainable Future: ESSEC Business School
  • Beauty, Form & Function: An Exploration of Symmetry: Nanyang Technological University, Singapore
  • GenAI for Sales Managers: Data-Driven Sales Forecasting: Coursera
  • Build & Optimize TensorFlow ML Workflows: Coursera
  • Spacecraft Relative Motion Control: University of Colorado Boulder

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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