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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

    Intermediate Python: Modules, OOP & App Development

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Unit Testing, Test Case, Software Design, Test Tools, Computer Programming, Package and Software Management, Code Reusability, Python Programming, Maintainability, Functional Design

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Technical Analysis & Market Models for Trading

    Skills you'll gain: Technical Analysis, Data Literacy, Financial Trading, Financial Market, Descriptive Statistics, Market Data, Statistics, Portfolio Risk, Statistical Methods, Derivatives, Risk Modeling, Market Analysis, Statistical Analysis, Market Dynamics, Securities Trading, Risk Analysis, Verification And Validation, Securities (Finance), Data Analysis, International Finance

    4.5 stars, 41 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (41) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Modern Java Fundamentals & Data Structures

    Skills you'll gain: Java Programming, Java, Data Structures, Object Oriented Design, Maintainability, Object Oriented Programming (OOP), Spring Boot, Numerical Analysis, Algorithms, Interoperability, Data Management, Performance Tuning, Data Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Industrial IoT Markets and Security

    Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Security Engineering, Information Systems Security, Wireless Networks, Infrastructure Security, General Networking, Cybersecurity, IBM Cloud, Cloud Platforms, Cryptography, Telecommunications, Network Protocols, Market Opportunities, Automation, Emerging Technologies, Embedded Systems, Cloud Deployment, Software-Defined Networking, Market Intelligence

    4.7 stars, 630 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (630) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, LLM Application, Tool Calling, AI Workflows, Generative AI Agents, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Data Visualization, Agentic systems, Analytics, Software Development

    4.5 stars, 151 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Data Analysis with Python and Polars

    Skills you'll gain: Data Cleansing, Data Integration, Data Quality, Data Analysis Software, Data Manipulation, Data Wrangling, Data Transformation, Data Validation, Jupyter, Data Analysis, Programming Principles, Data Processing, Data Import/Export, Exploratory Data Analysis, Analytics, Development Environment, Python Programming, Command-Line Interface, Code Reusability

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    ESSEC Business School

    Mediation and Conflict Resolution

    Skills you'll gain: Mediation, Conflict Management, Negotiation, Diplomacy, Labor Relations, Case Studies, Interactive Learning, Discussion Facilitation, Employee Relations, International Relations

    4.7 stars, 865 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (865) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Berklee

    Music for Wellness

    Skills you'll gain: Music, Active Listening, Musical Composition, Choral Music, Instrumental Music, Mindfulness, Meditation & Breathwork, Self-Awareness, Stress Management, World Music, Personal Care, Mental Health, Emotional Intelligence, Resilience

    4.5 stars, 335 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    Facebook: Mobile, Messenger & Groups

    Skills you'll gain: Facebook, digital literacy, Social Media, Communication, Social Media Marketing, Media and Communications, Data Sharing, Social Skills, Social Media Strategy, Community Development, Relationship Building, Online Advertising, Information Privacy, Collaboration, Content Management, Group Policy, File Management, Organizational Skills

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Data Processing, Apache Spark, Model Deployment, Big Data, Tensorflow, Systems Design, Extract, Transform, Load, Apache Hadoop, Data Infrastructure, Real Time Data, Data Integration, Data Warehousing, Metadata Management, Data Architecture, Data Migration, Unstructured Data

    4.7 stars, 817 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    4.3 stars, 6 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (6) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Linux Kernel Development

    Skills you'll gain: Linux Administration, System Programming, Linux, Embedded Software, Linux Servers, Linux Commands, System Software, System Configuration, Operating Systems, Debugging, Memory Management, Embedded Systems, Cross Platform Development, Open Source Technology, Secure Coding, Configuration Management, C (Programming Language), Hardening, Program Development, Development Environment

    Intermediate · Course · 1 - 3 Months

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

  • Intermediate Python: Modules, OOP & App Development: Packt
  • Apply Technical Analysis & Market Models for Trading: EDUCBA
  • Modern Java Fundamentals & Data Structures: Packt
  • Industrial IoT Markets and Security: University of Colorado Boulder
  • Fundamentals of Building AI Agents: IBM
  • Introduction to Data Analysis with Python and Polars: Packt
  • Mediation and Conflict Resolution: ESSEC Business School
  • Music for Wellness: Berklee
  • Facebook: Mobile, Messenger & Groups: John Wiley & Sons
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español: Google Cloud

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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