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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


  • J

    JetBrains

    Python from Scratch: Learn by Coding

    Skills you'll gain: Object Oriented Design, File I/O, Data Structures, Python Programming, Programming Principles, Code Reusability, Computer Programming, Scripting, Data Processing, Package and Software Management, Code Review, Computational Logic, NumPy, Development Environment, Integrated Development Environments, Computational Thinking, Software Installation, Numerical Analysis

    4.6 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (12) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Business-to-Consumer (B2C) Sales Strategies and Techniques

    Skills you'll gain: Product Knowledge, Selling Techniques, Target Audience, Customer Relationship Building, Oral Expression, General Sales Practices, Sales Prospecting, Verbal Communication Skills, Closing (Sales), Business-To-Consumer, Target Market, Sales, Communication, Sales Strategy, Customer Engagement, Brand Loyalty, Rapport Building, Customer Retention, Persona Development

    4.7 stars, 22 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (22) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI Models and GPU Systems

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Autoencoders, Model Deployment, Deep Learning, Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Artificial Neural Networks, Model Training, Convolutional Neural Networks, Performance Tuning, Artificial Intelligence, Scalability, Python Programming, Machine Learning, Memory Management, Image Quality, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

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

    University of Colorado System

    Palliative Care Capstone Projects

    Skills you'll gain: Pain Management, Hospice, Patient Communication, Healthcare Ethics, Compassion, Patient Evaluation, Patient Education and Support, Patient-centered Care, Health Assessment, Clinical Assessment, Psychosocial Assessments, Self-Awareness, Communication

    4.7 stars, 43 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (43) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Mastering GitHub

    Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, CI/CD, AI Security, Security Controls, Generative AI, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning

    3.5 stars, 6 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.5 (6) · Beginner · Specialization · 3 - 6 Months

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

    EDUCBA

    Apply Video Editing Fundamentals Using Adobe Premiere Pro

    Skills you'll gain: Photo/Video Production and Technology, Editing, Visual Storytelling, Graphic and Visual Design

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Building a Generative AI-Ready Organization

    Skills you'll gain: Decision Intelligence, AI Enablement, AI Product Strategy, Decision Support Systems, Strategic Thinking, Data-Driven Decision-Making, Competitive Intelligence, Innovation, Operational Efficiency, Strategic Planning, Technology Strategies, Thought Leadership, Program Implementation, AI Integrations, Project Implementation, Workforce Development, Employee Training

    4.5 stars, 108 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Free
    Free
  • C

    Coursera

    Effective Marketing in the Global Marketplace

    Skills you'll gain: Target Audience, Target Market, Data-Driven Marketing, Marketing, Value Propositions, Global Marketing, Search Engine Optimization, Diversity Marketing, Brand Strategy, Marketing Planning, Marketing Strategies, Branding, Marketing Analytics, Brand Awareness, Data-Driven Decision-Making, Content Optimization, Customer Analysis, Market Research, Cultural Diversity, Consumer Behaviour

    4.8 stars, 70 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Design for Additive Manufacturing

    Skills you'll gain: Manufacturing Processes, Engineering Design Process, Product Design, Design Strategies, Production Process, Design

    4.8 stars, 64 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (64) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    ISC2

    Risk Identification, Monitoring, and Analysis

    Skills you'll gain: Vulnerability Assessments, Risk Management, Continuous Monitoring, Legal Risk, Vulnerability Scanning, Risk Management Framework, Operational Risk, Threat Management, Cyber Security Assessment, Intrusion Detection and Prevention, Cyber Risk, Computer Security Incident Management, Vulnerability Management, Risk Modeling, Security Management, Security Controls, Risk Mitigation, Event Monitoring, Network Monitoring, Network Analysis

    4.7 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (34) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Content Marketing Strategy with Real Case Studies

    Skills you'll gain: Content Performance Analysis, Content Marketing, Content Development and Management, Content Strategy, Driving engagement, Blogs, Content Scheduling, Performance Measurement, Marketing Strategy and Techniques, Social Media Content, Marketing Planning, Digital Publishing, Digital Media Strategy, Content Management, Content Creation, Marketing, Social Media Marketing, Email Marketing, Customer Engagement, Digital Content

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Modern Graph Theory Algorithms with Python

    Skills you'll gain: Graph Theory, Network Analysis, Network Model, Social Network Analysis, Graphing, NoSQL, Data Science, Query Languages, Visualization (Computer Graphics), Applied Machine Learning, Data Transformation, Big Data, Machine Learning Methods, Python Programming, Spatial Data Analysis, Deep Learning, Machine Learning, Machine Learning Algorithms

    Intermediate · Course · 3 - 6 Months

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

  • Python from Scratch: Learn by Coding: JetBrains
  • Business-to-Consumer (B2C) Sales Strategies and Techniques: Coursera
  • Generative AI Models and GPU Systems: Edureka
  • Palliative Care Capstone Projects: University of Colorado System
  • Mastering GitHub: Pragmatic AI Labs
  • Apply Video Editing Fundamentals Using Adobe Premiere Pro: EDUCBA
  • Building a Generative AI-Ready Organization: Amazon Web Services
  • Effective Marketing in the Global Marketplace: Coursera
  • Design for Additive Manufacturing: Arizona State University
  • Risk Identification, Monitoring, and Analysis: ISC2

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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