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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


  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Transforming with Data Analytics and Organization

    Skills you'll gain: Digital Transformation, Business Transformation, Customer experience strategy (CX), Data Strategy, Organizational Development, Business Modeling, Analytics, Organizational Change, Machine Learning Software, Technology Strategies, Innovation, Machine Learning, Business Strategy, Competitive Intelligence, Workforce Development, Strategic Decision-Making, Forecasting, Competitive Analysis, Process Optimization

    Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Innovative Governance of Large Urban Systems

    Skills you'll gain: Social Justice, Community Development, Governance, Land Management, Sustainable Systems, Sustainable Development, Systems Thinking, Economics, Policy, and Social Studies, Public Administration, Information Technology, Economic Development, Socioeconomics, Policty Analysis, Research, and Development, Financial Policy, Social Impact, Digital Transformation, Technology Strategies, Stakeholder Engagement, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Arizona State University

    Problem-Solving

    Skills you'll gain: Problem Solving, Root Cause Analysis, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
    ·
    68 reviews

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    TFX on Google Cloud Vertex Pipelines

    Skills you'll gain: Model Deployment, Google Cloud Platform, Tensorflow, Cloud Deployment, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, AI Workflows, Cloud-Based Integration, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • P

    Packt

    Advanced Resource and Enterprise Management in Primavera P6

    Skills you'll gain: Earned Value Management, Resource Planning, Scheduling, Resource Management, Resource Allocation, Project Performance, Resource Utilization, Project Schedules, Project Management, Project Coordination, Project Management Software, Cost Management, Project Portfolio Management, Work Breakdown Structure, Budget Management, Expense Management, Data Import/Export

    4.8
    Rating, 4.8 out of 5 stars
    ·
    38 reviews

    Advanced · Course · 1 - 3 Months

  • I

    Indian Institute of Technology Guwahati

    Digital Manufacturing

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Computer Graphics, 3D Modeling, Manufacturing Processes, Mechanical Design, Manufacturing and Production, Design Software, Robotics, Engineering Drawings, Machine Controls, Manufacturing Operations, Visualization (Computer Graphics), Assembly Drawing, Prototyping, Computer Graphic Techniques, Industrial Design, Product Engineering, Materials science, Process Engineering

    3.9
    Rating, 3.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • N

    Northeastern University

    Responsible AI for Mental Health

    Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, AI literacy, AI Integrations, Governance, Risk Mitigation, Risk Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Transforming Education in an Interconnected World

    Skills you'll gain: Continuous Improvement Process, Continuous Quality Improvement (CQI), Student-Centred Learning, Innovation, Education and Training, Process Improvement, Instructional Strategies, Program Evaluation, International Relations, Initiative and Leadership, Open Mindset, Systems Thinking, Policy Analysis, Leadership, Empowerment, Community Development, Collaboration, World History, Leadership and Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    71 reviews

    Beginner · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    Повышение эффективности глубоких нейросетей

    Skills you'll gain: Tensorflow, Model Optimization, Deep Learning, Data Compilation, Model Training, Statistical Analysis, Artificial Neural Networks, Model Evaluation, Performance Tuning, Machine Learning, Algorithms, Debugging

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    How To Land the Job You Want (Capstone Project)

    Skills you'll gain: Marketing Planning, Interviewing Skills, Strategic Marketing, Campaign Planning, Visionary, Target Market, Personalized Campaigns, Lifelong Learning, Presentations, Oral Expression, Professional Development, Business Writing, Verbal Communication Skills, Storytelling, Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Unity: Create a 2D Jetpack Joyride Clone Game

    Skills you'll gain: Animation and Game Design, Unity Engine, Animations, User Interface (UI), Game Design, Video Game Development, UI Components, User Interface (UI) Design, Virtual Environment, Visualization (Computer Graphics), Computer Graphic Techniques, Code Reusability, C# (Programming Language), Scripting

    Mixed · Course · 1 - 4 Weeks

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

  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
  • Transforming with Data Analytics and Organization: University of Maryland, College Park
  • Innovative Governance of Large Urban Systems: École Polytechnique Fédérale de Lausanne
  • Problem-Solving: Arizona State University
  • TFX on Google Cloud Vertex Pipelines: Google Cloud
  • Advanced Resource and Enterprise Management in Primavera P6: Packt
  • Digital Manufacturing: Indian Institute of Technology Guwahati
  • Responsible AI for Mental Health: Northeastern University
  • Transforming Education in an Interconnected World: University of Michigan
  • Повышение эффективности глубоких нейросетей: DeepLearning.AI

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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