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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 Leeds

    Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    New York University

    MOST from a Conceptual Perspective

    Skills you'll gain: Research Design, Experimentation, Clinical Trials, Clinical Research Ethics, Scientific Methods, Program Evaluation, Statistical Methods, Sample Size Determination, Public Health and Disease Prevention, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Translating Research to Healthcare Policy

    Skills you'll gain: Health Policy, Health Equity, Policty Analysis, Research, and Development, Health Disparities, Policy Development, Policy Analysis, Advocacy, Health Care, Health Administration, Public Policies, Healthcare Industry Knowledge, Medical Science and Research, Public Health, Research, Research Design

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a Digital Wireframe with Figma

    Skills you'll gain: Wireframing, Figma (Design Software), Design Reviews, User Interface (UI), Collaborative Software, Prototyping, Design Software, Digital Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • L

    LearnKartS

    Program Management: Performance Domains

    Skills you'll gain: Program Management, Stakeholder Analysis, Stakeholder Management, Project Management Life Cycle, Risk Mitigation, Stakeholder Engagement, Risk Management, Project Management Institute (PMI) Methodology, Benefits Administration, Communication Strategies, Organizational Strategy, Business Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Match Teacher Residency

    Учительський коучинг: сприяння розвитку сталих змін

    Skills you'll gain: Growth Mindedness, Constructive Feedback, Coaching, Lifelong Learning, Open Mindset, Instructional Strategies, Willingness To Learn, Visionary, Professional Development, Goal Setting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Users & Optimize Product Retention

    Skills you'll gain: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cloud Monitoring: Qwik Start

    Skills you'll gain: Google Cloud Platform, Cloud Applications, System Monitoring, Virtual Machines, Cloud Management, Event Monitoring, Network Monitoring, Cloud Platforms

    4.1
    Rating, 4.1 out of 5 stars
    ·
    8 reviews

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Create Mapping Data Flows in Azure Data Factory

    Skills you'll gain: Microsoft Azure, Data Transformation, Data Pipelines, Data Flow Diagrams (DFDs), Extract, Transform, Load, Dataflow, Data Storage Technologies, Data Integration, Data Storage

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • S

    Scrum Alliance

    Introduction to Agile Coaching

    Skills you'll gain: Coaching, Employee Coaching, Agile Product Development, Agile Methodology, Agile Project Management, Agile Software Development, Team Management, Team Leadership, Collaboration, Culture Transformation, Organizational Leadership, Business Transformation, Leadership, Organizational Effectiveness, Leadership and Management, Organizational Change, Management Consulting, Business, Communication, Business Communication

    3.7
    Rating, 3.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Video Intelligence: Qwik Start

    Skills you'll gain: Image Analysis, Google Cloud Platform, Metadata Management, Analysis, Applied Machine Learning, Computer Vision, Cloud Storage

    Beginner · Project · Less Than 2 Hours

  • F

    Fractal Analytics

    Generative AI - Your Personal Code Reviewer

    Skills you'll gain: Prompt Engineering, Generative AI, Code Review, Debugging, Responsible AI, Software Technical Review, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Maintainability, Data Cleansing

    Intermediate · Course · 1 - 4 Weeks

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

  • Exploratory Data Analysis: University of Leeds
  • MOST from a Conceptual Perspective: New York University
  • Translating Research to Healthcare Policy : University of Michigan
  • Create a Digital Wireframe with Figma: Coursera
  • Program Management: Performance Domains: LearnKartS
  • Учительський коучинг: сприяння розвитку сталих змін: Match Teacher Residency
  • Analyze Users & Optimize Product Retention: Coursera
  • Cloud Monitoring: Qwik Start: Google Cloud
  • Create Mapping Data Flows in Azure Data Factory: Coursera
  • Introduction to Agile Coaching: Scrum Alliance

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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