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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


  • M

    Michigan State University

    Forest Carbon Credits and Initiatives

    Skills you'll gain: Project Design, Feasibility Studies, Climate Change Mitigation, Environmental Monitoring, Sustainability Reporting, Project Accounting, Project Finance, Environmental Science, Policy Analysis, Scientific Methods, Climate Change Programs, Sustainable Development, Market Analysis, Cost Benefit Analysis, Verification And Validation, Estimation, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Complete Linux Training Course to Get Your Dream IT Job

    Skills you'll gain: Linux, Linux Administration, Linux Commands, Linux Servers, Shell Script, Unix, Unix Shell, Systems Administration, Unix Commands, Command-Line Interface, Patch Management, Scripting Languages, Package and Software Management, Virtualization and Virtual Machines, File Systems, File Management, Data Storage, Security Controls, User Accounts, Authorization (Computing)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    الشبكات العصبونية الالتفافية

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Transfer Learning, Applied Machine Learning, Network Architecture, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Large-Scale Database Systems

    Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Design, Database Management Systems, Database Systems, Data Architecture, Relational Databases, Database Management, Database Architecture and Administration, Cloud Computing, Query Languages, Big Data, Databases, Data Processing, Machine Learning, SQL, Data Access

    3.5
    Rating, 3.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Project Operations & Automation

    Skills you'll gain: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning

    Advanced · Specialization · 3 - 6 Months

  • P

    Packt

    Apache Spark with Scala – Hands-On with Big Data!

    Skills you'll gain: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Robotic Mapping and Trajectory Generation

    Skills you'll gain: Robotics, Data Mapping, Real-Time Operating Systems, Simulations, Linear Algebra, Python Programming, Algorithms, Computer Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Exploratorium

    Tinkering Fundamentals: Motion and Mechanisms

    Skills you'll gain: Developing Training Materials, Collaboration, Creativity, Mechanics, Research, Creative Problem-Solving, Experimentation, Innovation, Mechanical Design, Aesthetics, Construction

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Agile and Hybrid Approaches in a Project Environment

    Skills you'll gain: Agile Methodology, Agile Project Management, Project Management Life Cycle, Kanban Principles, Project Management Institute (PMI) Methodology, Project Management, Sprint Planning, Performance Measurement, Lean Methodologies, Continuous Improvement Process, Risk Management, Team Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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

  • C

    Coursera

    Improving Content Mastery with Quizlet

    Skills you'll gain: Educational Materials, Curriculum Planning, Developing Training Materials, Interactive Learning, Organizational Skills, Student Engagement, Education Software and Technology, Learning Strategies, Test Tools, Drive Engagement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Forest Carbon Credits and Initiatives: Michigan State University
  • Complete Linux Training Course to Get Your Dream IT Job: Packt
  • الشبكات العصبونية الالتفافية: DeepLearning.AI
  • Large-Scale Database Systems: Johns Hopkins University
  • Copilot Studio: Coursera
  • Advanced Project Operations & Automation: Coursera
  • Apache Spark with Scala – Hands-On with Big Data!: Packt
  • Robotic Mapping and Trajectory Generation: University of Colorado Boulder
  • Tinkering Fundamentals: Motion and Mechanisms: Exploratorium
  • Agile and Hybrid Approaches in a Project Environment: Microsoft

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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