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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


  • T

    Tsinghua University

    Data Structures and Algorithms (I)

    Skills you'll gain: Data Structures, Vector Databases, Algorithms, Theoretical Computer Science, Computer Programming, Computer Science, Performance Tuning

    3.1
    Rating, 3.1 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Matlab, Statistical Modeling, Simulations, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Numerical Analysis, Forecasting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Advanced Python Development Techniques

    Skills you'll gain: Data Structures, Generative AI, Test Driven Development (TDD), Integration Testing, Unit Testing, Cloud Deployment, Python Programming, Object Oriented Programming (OOP), Cloud Applications, Serverless Computing, Cloud Computing, Microsoft Azure, Algorithms, Software Documentation, Object Oriented Design, Maintainability, Code Review, Program Development, Software Development, Software Design

    4.1
    Rating, 4.1 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Programação para todos (Conceitos básicos de Python)

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Algorithms, Debugging, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    32 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Product Managers

    Skills you'll gain: AI Product Strategy, Agile Product Development, Product Management, Generative AI, Responsible AI, AI Personalization, Product Lifecycle Management, Ideation, Data Ethics, Product Automation, Prompt Engineering, Market Analysis, Prototyping

    3.8
    Rating, 3.8 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Assessing Achievement with the ELL in Mind

    Skills you'll gain: Instructional and Curriculum Design, Instructional Strategies, Differentiated Instruction, English Language, Student Engagement, Language Learning, Cultural Sensitivity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    92 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Understanding & Preventing Workplace Sexual Harassment

    Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Cultural Diversity, Empathy, Law, Regulation, and Compliance, Security Awareness, Advocacy, Professionalism, Conflict Management, Accountability, Investigation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    52 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Healthcare Delivery for Medical Practice Managers

    Skills you'll gain: Care Management, Practice Management, Case Management, Budget Management, Public Health, Primary Care, Patient Flow, Preventative Care, Community Health, Health Systems, Health Care, Hospital Experience, Revenue Forecasting, Healthcare Industry Knowledge, Regulatory Compliance, Social Determinants Of Health

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    MedCerts

    Verbal Operants

    Skills you'll gain: Working With Children, Applied Behavior Analysis, Communication Disorders, Language Disorders, Non-Verbal Communication, Human Learning

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Git and GitHub Complete Master Class

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, Unix Commands, Unix Shell, Software Versioning, Linux Commands, Command-Line Interface, Code Review, Software Configuration Management, Software Development Tools, Development Environment, Secure Coding, File Management, Debugging, Technical Documentation, Software Documentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    32 reviews

    Intermediate · Specialization · 3 - 6 Months

  • S

    Starweaver

    Advanced Requirements Management & Solution Evaluation

    Skills you'll gain: Backlogs, Requirements Management, Business Requirements, Performance Measurement, Business Analysis, Root Cause Analysis, Solution Delivery, Project Performance, Data Mining, Jira (Software), Process Improvement, Data-Driven Decision-Making, Analysis, Prioritization, Change Management, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    66 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    The Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Artificial Neural Networks, OpenAI, Artificial Intelligence, ChatGPT, Large Language Modeling, Deep Learning, Machine Learning, Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Data Structures and Algorithms (I): Tsinghua University
  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
  • Advanced Python Development Techniques: Microsoft
  • Programação para todos (Conceitos básicos de Python): University of Michigan
  • GenAI for Product Managers: Coursera
  • Assessing Achievement with the ELL in Mind: Arizona State University
  • Understanding & Preventing Workplace Sexual Harassment: Coursera
  • Healthcare Delivery for Medical Practice Managers: Johns Hopkins University
  • Verbal Operants : MedCerts
  • Git and GitHub Complete Master Class: 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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