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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


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    S

    Siemens

    Basics of Robotics

    Skills you'll gain: Safety Standards, Robotics, Machine Controls, Safety Assurance, Mechanical Design, Automation, Control Systems, Program Development, Manufacturing and Production, Performance Testing, Human Machine Interfaces, Programming Principles, Human Factors, Risk Management Framework, Systems Of Measurement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 3: Analog vs Digital

    Skills you'll gain: Digital Signal Processing, Electrical Engineering, Communication Systems, Electronics, Telecommunications, Linear Algebra, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    96 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L

    LearnQuest

    Scrum Master Certification: Scaling Agile and the Team-of-Teams

    Skills you'll gain: Scaled Agile Framework, Agile Software Development, Agile Methodology, Behavior-Driven Development, Agile Product Development, Test Driven Development (TDD), Scalability, Agile Project Management, Sprint Planning, Solution Delivery, Virtualization and Virtual Machines, Integration Testing, Software Testing, Virtualization, Solution Architecture

    4.5
    Rating, 4.5 out of 5 stars
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    492 reviews

    Beginner · Course · 1 - 4 Weeks

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    Emory University

    Math for MBA and GMAT Prep

    Skills you'll gain: Regression Analysis, Data Visualization, Data Storytelling, Statistical Visualization, Business Mathematics, Descriptive Statistics, General Mathematics, Microsoft Excel, Statistics, Excel Formulas, Statistical Analysis, Statistical Methods, Algebra, Probability & Statistics, Calculus, Applied Mathematics, Business

    4.2
    Rating, 4.2 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Fundamental MATLAB Programming for AI

    Skills you'll gain: Matlab, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Software, Data Wrangling, Data Preprocessing, Mathematical Modeling, Engineering Analysis, Computational Logic

    4.9
    Rating, 4.9 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Data Architecture, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Model Training, Model Deployment, Distributed Computing, Data Transformation, SQL, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
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    71 reviews

    Advanced · Course · 1 - 4 Weeks

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    DeepLearning.AI

    هيكلة مشاريع التعلم الآلي

    Skills you'll gain: Technical Management, Decision Intelligence, Model Training, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Test Data

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IBM

    Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, AI Integrations, Tool Calling, Large Language Modeling, Software Design Patterns, Memory Management

    4.7
    Rating, 4.7 out of 5 stars
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    102 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    California Institute of the Arts

    Approaching Music Theory: Melodic Forms and Simple Harmony

    Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Music Performance

    4.6
    Rating, 4.6 out of 5 stars
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    173 reviews

    Intermediate · Course · 1 - 3 Months

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    Cisco Learning and Certifications

    Introduction to Network Automation

    Skills you'll gain: Network Model, IT Automation, Network Engineering, Scripting, Application Programming Interface (API), Data Modeling, General Networking, Network Planning And Design, Automation, Network Administration, Scripting Languages, Linux Commands, Python Programming, Restful API, Network Protocols, Command-Line Interface, Program Development

    4.6
    Rating, 4.6 out of 5 stars
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    92 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Pittsburgh

    Disability Awareness and Support

    Skills you'll gain: Educational Materials, Web Content Accessibility Guidelines, Disabilities, Education and Training, Adaptive Equipment, Instructional Design, Education Software and Technology, Case Studies, Diversity Training, Student Support and Services, Student Services, Diversity Awareness, Higher Education, Diversity Equity and Inclusion Initiatives

    4.6
    Rating, 4.6 out of 5 stars
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    333 reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Capital Markets: Analyze, Evaluate & Invest

    Skills you'll gain: Capital Markets, Financial Market, Investments, Derivatives, Financial Regulations, Investment Management, Financial Systems, Securities (Finance), Equities, Financial Trading, Financial Regulation, Securities Trading, Law, Regulation, and Compliance, Portfolio Management, Brokerage

    5
    Rating, 5 out of 5 stars
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    12 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Basics of Robotics: Siemens
  • Digital Signal Processing 3: Analog vs Digital: École Polytechnique Fédérale de Lausanne
  • Scrum Master Certification: Scaling Agile and the Team-of-Teams: LearnQuest
  • Math for MBA and GMAT Prep: Emory University
  • Fundamental MATLAB Programming for AI: University of Glasgow
  • Spark, Hadoop, and Snowflake for Data Engineering: Duke University
  • هيكلة مشاريع التعلم الآلي: DeepLearning.AI
  • Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI: IBM
  • Approaching Music Theory: Melodic Forms and Simple Harmony: California Institute of the Arts
  • Introduction to Network Automation: Cisco Learning and Certifications

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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