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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

    University of Colorado Boulder

    Data Analysis with Python

    Skills you'll gain: Unsupervised Learning, Regression Analysis, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Anomaly Detection, Supervised Learning, Analytical Skills, Machine Learning, Model Evaluation, Machine Learning Algorithms, Data Analysis, Data Mining, Data Preprocessing, Predictive Modeling, Statistical Analysis, Logistic Regression, Model Training, Statistical Machine Learning

    ★ 4.7 (29) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Scientific Visualization, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Model Training, Statistical Methods, Supervised Learning, Model Evaluation, Machine Learning, Python Programming

    ★ 4.6 (67) · Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Interactive Systems and Advanced Scripting in Unity

    Skills you'll gain: Unity Engine, User Interface (UI), Scripting, UI Components, Game Design, User Interface (UI) Design, Animation and Game Design, Interactive Design, Performance Tuning, User Interface and User Experience (UI/UX) Design, Video Game Development, Artificial Intelligence, Data Structures, C# (Programming Language), Animations, Model Optimization, Virtual Reality, Event-Driven Programming, Memory Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    Data Collection and Processing with Python

    Skills you'll gain: JSON, Data Processing, Data Wrangling, Restful API, Data Manipulation, Data Access, Application Programming Interface (API), Python Programming, Data Import/Export, Data Transformation, Data Structures, File I/O, Data Collection

    ★ 4.7 (4.1K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Projects, Dialogs, and Electron Features

    Skills you'll gain: Data Persistence, Debugging, Application Development, Node.JS, Application Design, Web Applications, Data Storage Technologies, Maintainability, Secure Coding, Build Tools, User Interface (UI), System Programming, Application Deployment, UI Components, Package and Software Management, File I/O, Data Storage, Web Content

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    Project Finance Fundamentals: Analyze & Structure Deals

    Skills you'll gain: Project Finance, Feasibility Studies, Cost Estimation, Financial Analysis, Risk Mitigation, Project Risk Management, Risk Analysis, Return On Investment, Capital Budgeting, Case Studies, Financial Acumen, Stakeholder Analysis, Finance, Commercial Lending, Corporate Finance, Loans, Cash Flows

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

    Category: Preview
    Preview
  • L

    LearnQuest

    Neural Networks and Random Forests

    Skills you'll gain: Model Evaluation, Random Forest Algorithm, Model Optimization, Keras (Neural Network Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Methods, Applied Machine Learning, Predictive Modeling, Fine-tuning, Scikit Learn (Machine Learning Library), Regression Analysis, Classification Algorithms, Python Programming

    ★ 3.2 (18) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Sage Publications

    Foundations of Sales and Consumer Behavior

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • M

    Madecraft

    Pandas for Data Analysts: Leveraging Python with Confidence

    Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • P

    Packt

    Developing Solutions for Microsoft Azure AZ-204 Exam Guide

    Skills you'll gain: Microsoft Azure, Cloud Development, Cloud Applications, Cloud Management, Cloud Deployment, Containerization, Cloud-Based Integration, Cloud Security, Azure DevOps, Cloud Services, Docker (Software), Cloud Storage, Cloud Computing, API Gateway, Azure Active Directory, Cloud Solutions, Cloud Infrastructure, Event-Driven Programming, Cloud API, Authorization (Computing)

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Build a computer vision app with Azure Cognitive Services

    Skills you'll gain: Application Programming Interface (API), Microsoft Azure, Cloud API, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), User Accounts, Image Analysis, Artificial Intelligence, Cloud Computing, Software Development

    ★ 4.5 (543) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Lean Six Sigma Green Belt: Apply & Master Skills

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Statistical Hypothesis Testing, Six Sigma Methodology, Correlation Analysis, Kaizen Methodology, Process Improvement, Process Improvement and Optimization, Project Coordination, Project Design, Quality Improvement, Sampling (Statistics), Project Management Software, Milestones (Project Management), Project Management, Data Literacy, Statistical Process Controls, Statistical Methods, Business Process, Statistical Modeling

    ★ 4.8 (50) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Data Analysis with Python: University of Colorado Boulder
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • Interactive Systems and Advanced Scripting in Unity: Packt
  • Data Collection and Processing with Python: University of Michigan
  • Projects, Dialogs, and Electron Features: Packt
  • Project Finance Fundamentals: Analyze & Structure Deals: EDUCBA
  • Neural Networks and Random Forests: LearnQuest
  • Foundations of Sales and Consumer Behavior: Sage Publications
  • Pandas for Data Analysts: Leveraging Python with Confidence: Madecraft
  • Developing Solutions for Microsoft Azure AZ-204 Exam Guide: Packt

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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