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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


  • C

    Coursera

    Decision Tree Classifier for Beginners in R

    Skills you'll gain: Model Evaluation, Model Training, Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, R (Software), Statistical Modeling, R Programming, Supervised Learning, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Microsoft Azure - Data Lake

    Skills you'll gain: Big Data, Data Pipelines, File Systems

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    STARWEAVER

    Fundamentals of Credit Analysis

    Skills you'll gain: Credit Risk, Financial Statement Analysis, Financial Statements, Financial Analysis, Lending and Underwriting, Commercial Lending, Risk Analysis, Analysis, Balance Sheet, Business Metrics, Securities (Finance), Corporate Finance, Risk Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Advanced Java Programming

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Java Programming, Data Structures, Java, Data Persistence, Programming Principles, Data Store, Persistence

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    生成 AI の概要

    Skills you'll gain: Generative AI, Google Gemini, AI literacy, Machine Learning Methods, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for UX Designers

    Skills you'll gain: User Experience, User Experience Design, Wireframing, User Research, Persona (User Experience), Responsible AI, User Interface and User Experience (UI/UX) Design, Usability, Adobe XD, Usability Testing, Generative AI, Figma (Design Software), AI literacy, Prototyping, User Interface (UI) Design, Persona Development

    4.2
    Rating, 4.2 out of 5 stars
    ·
    122 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Design and Build a Data Warehouse for Business Intelligence Implementation

    Skills you'll gain: Data Warehousing, Star Schema, Dashboard Creation, Data Visualization Software, MicroStrategy, Business Intelligence, Data Integration, Data Architecture, Extract, Transform, Load, Data Modeling, Case Studies, Business Intelligence Software, Data Management, PostgreSQL, SQL, Analytical Skills, Query Languages, Data Transformation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    294 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Online teaching: Using Zoom to connect with learners

    Skills you'll gain: Lesson Planning, Interactive Learning, Pedagogy, Driving engagement, Instructional Strategies, Digital pedagogy, Blended Learning, Collaborative Software, Instructional Design, Adult Learning Principles, digital literacy, Information Privacy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    MAYA Architecture - Bedroom Interiors

    Skills you'll gain: 3D Modeling, Autodesk Maya, 3D Assets, Autodesk, SketchUp (3D Modeling Software), Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Functional Design, Simulations, Design Elements And Principles, Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    System Validation: Automata and behavioural equivalences

    Skills you'll gain: Verification And Validation, Theoretical Computer Science, System Testing, Embedded Software, Software Systems, Communication Systems, Systems Design, System Design and Implementation, Embedded Systems, Automation, Process Modeling, Behavioral Management, System Configuration, Markov Model

    4.4
    Rating, 4.4 out of 5 stars
    ·
    183 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Sales Transformation Fundamentals

    Skills you'll gain: Sales Enablement, Sales Management, Oral Expression, Customer Analysis, Sales Strategy, Marketing, Target Market, Marketing Effectiveness, Verbal Communication Skills, Sales Process, Sales, Business Transformation, Smart Goals, Selling Techniques, Return On Investment, Customer experience improvement, Process Development, Leadership, Agile Methodology, Organizational Structure

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Science and Technology of China

    职场修炼:学习、创新、协作与自我实现

    Skills you'll gain: Brainstorming, Creative Thinking, Creative Problem-Solving, Ideation, Problem Solving, Innovation, Adult Education, Productivity, Workflow Management, Social Sciences, Productivity Software, Collaboration, Quick Learning, Operational Efficiency, Learning Strategies, Lifelong Learning, Willingness To Learn, World History, Personal Development, Sociology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    130 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Decision Tree Classifier for Beginners in R: Coursera
  • Microsoft Azure - Data Lake: EDUCBA
  • Fundamentals of Credit Analysis: STARWEAVER
  • Advanced Java Programming: EDUCBA
  • 生成 AI の概要: Google Cloud
  • GenAI for UX Designers: Coursera
  • Design and Build a Data Warehouse for Business Intelligence Implementation: University of Colorado System
  • Online teaching: Using Zoom to connect with learners: Macquarie University
  • MAYA Architecture - Bedroom Interiors: EDUCBA
  • System Validation: Automata and behavioural equivalences: 28DIGITAL

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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