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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


  • P

    Packt

    Building AI Agents – Fundamentals to Advanced

    Skills you'll gain: Email Automation, Agentic Workflows, AI Workflows, AI Integrations, Calendar Management, Scheduling, AI Security, Workflow Management, Dataflow, Classification Algorithms

    4.1
    Rating, 4.1 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Email Marketing: Strategy, Segmentation & Design

    Skills you'll gain: Email Marketing, Target Audience, Campaign Management, Direct Marketing, Marketing Strategy and Techniques, Marketing Effectiveness, Advertising Mail, Data-Driven Marketing, Campaign Planning, Personalized Campaigns, Responsive Web Design, Consumer Behaviour, Marketing Analytics, Performance Measurement, Information Privacy, Law, Regulation, and Compliance

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    AI CERTs

    AI for Audio and Music

    Skills you'll gain: AI powered creativity, Media Production, Post-Production

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Lean Management: Just-In-Time Training and Certification

    Skills you'll gain: Lean Manufacturing, Waste Minimization, Lean Methodologies, Supplier Management, Quality Control, Quality Management, Production Management, Production Process, Operational Efficiency, Workflow Management, Production Schedule, Supplier Relationship Management, Inventory Control, Process Improvement, Continuous Improvement Process, Facility Repair And Maintenance, System Implementation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Develop a Conference Room Booking System in C# .NET

    Skills you'll gain: Database Design, Requirements Analysis, .NET Framework, ASP.NET, Relational Databases, C# (Programming Language), Database Development, Database Application, Full-Stack Web Development, Functional Requirement, Back-End Web Development, Maintainability, System Implementation, Model View Controller, Software Architecture, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Fundamental Tools of Data Wrangling

    Skills you'll gain: Pandas (Python Package), Data Presentation, Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Data Processing, Programming Principles, Python Programming, Numerical Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Azure: Identity and Access Management

    Skills you'll gain: Azure Active Directory, Authentications, Authorization (Computing), Microsoft Azure, Identity and Access Management, Active Directory, User Provisioning, Role-Based Access Control (RBAC), Enterprise Application Management, Single Sign-On (SSO), User Accounts, Cloud Security, Security Engineering, Multi-Factor Authentication

    4.1
    Rating, 4.1 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Global Finance & Currency Market Fundamentals

    Skills you'll gain: International Finance, Financial Market, Financial Trading, Risk Management, Investment Management, Financial Systems, Finance, Market Dynamics, Banking Services, Commercial Banking, Investments, Market Opportunities

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master XPath Fundamentals for XML Navigation

    Skills you'll gain: Selenium (Software), Software Testing, Test Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Creativity in Teams and Organizations

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Creative Problem-Solving, Conflict Management, Team Leadership, Team Performance Management, Collaboration, Organizational Leadership, Team Collaboration, Leadership, Organizational Structure, Organizational Strategy, Diversity and Inclusion, Diversity Awareness, Decision Making

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Linear Kalman Filter Deep Dive (and Target Tracking)

    Skills you'll gain: Markov Model, Estimation, Advanced Mathematics, Mathematical Modeling, Correlation Analysis, Control Systems, Matlab, Linear Algebra, Statistical Methods, Numerical Analysis, Applied Mathematics, Time Series Analysis and Forecasting, Forecasting, Statistical Inference, Probability & Statistics

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Master Git & GitHub Version Control for Developers

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Configuration Management, Command-Line Interface, Change Control, Software Installation

    Beginner · Course · 1 - 4 Weeks

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

  • Building AI Agents – Fundamentals to Advanced: Packt
  • Email Marketing: Strategy, Segmentation & Design: EDUCBA
  • AI for Audio and Music: AI CERTs
  • Lean Management: Just-In-Time Training and Certification: Packt
  • Develop a Conference Room Booking System in C# .NET: EDUCBA
  • Fundamental Tools of Data Wrangling: University of Colorado Boulder
  • Azure: Identity and Access Management: Whizlabs
  • Global Finance & Currency Market Fundamentals: EDUCBA
  • Master XPath Fundamentals for XML Navigation: EDUCBA
  • Creativity in Teams and Organizations: 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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