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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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    Sage Publications

    Programming with Python for Social Scientists

    Skills you'll gain: Data Visualization, Matplotlib, Plot (Graphics), Web Scraping, Scientific Visualization, Data Processing, Data Collection, Social Sciences, Social Impact, Data Analysis, Data Ethics, File I/O, Research, Programming Principles, Program Development, Social Justice, Python Programming, Computer Programming, Data Manipulation, Research Reports

    Beginner · Course · 3 - 6 Months

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    University of Michigan

    Brilliant, Passionate You

    Skills you'll gain: Tenacity, Storytelling, Persistence, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Self-Awareness, Mental Health, Community Development, Lifelong Learning, Relationship Building, Goal Setting

    4.6
    Rating, 4.6 out of 5 stars
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    295 reviews

    Beginner · Course · 1 - 3 Months

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    Madecraft

    Overcoming Obstacles: The Essential Elements of Resilience

    Skills you'll gain: Team Leadership, Team Building, Team Performance Management, Teamwork, Team Motivation, Team Collaboration, Organizational Leadership, Resilience, Team Oriented, Resourcefulness, Recognizing Others, Adaptability, Rapport Building, Tenacity, Leadership, Drive Engagement, Collaboration, Goal Setting, Leadership Development, Empathy

    Beginner · Course · 1 - 3 Months

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    Cloudera

    Foundations for Big Data Analysis with SQL

    Skills you'll gain: Database Design, Relational Databases, Databases, SQL, Big Data, Database Systems, Database Management Systems, NoSQL, Operational Databases, Data Warehousing, Data Management, Virtual Machines, Data Storage, Data Analysis, Unstructured Data

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Social Computing

    Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Social Media Analytics, Graph Theory, Machine Learning Methods, R (Software), Machine Learning, Machine Learning Software, Model Training, Machine Learning Algorithms, Model Optimization, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, Tensorflow, Data Ethics, Large Language Modeling, Applied Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    18 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    PySpark & Python: Hands-On Guide to Data Processing

    4.4
    Rating, 4.4 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Business Requirements, Business Logic, Case Studies

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Accounting Data Analytics with Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Seaborn, SQL, Scientific Visualization, Data Visualization, Data Preprocessing, Jupyter, Data Manipulation, NumPy, Data-Driven Decision-Making, Regression Analysis, Accounting, Applied Machine Learning, Data Processing, Database Management, Query Languages, Data Compilation, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    118 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Washington

    Programming Languages, Part B

    Skills you'll gain: Other Programming Languages, Software Design, Ruby (Programming Language), Programming Principles, Data Structures, Computer Programming, Functional Design, Code Reusability

    4.9
    Rating, 4.9 out of 5 stars
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    789 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Context Engineering for Multi-Agent Systems

    Skills you'll gain: Context Engineering, Retrieval-Augmented Generation, AI Orchestration, LLM Application, Prompt Engineering, Responsible AI, Generative AI Agents, Model Context Protocol, Context Management, Prompt Engineering Tools, Agentic Workflows, Token Optimization, OpenAI, Agentic systems, AI Security, Large Language Modeling, Hardening, Systems Architecture, Software Architecture, Python Programming

    Intermediate · Course · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Basic Electronics

    Skills you'll gain: Electronic Systems, Semiconductors, Basic Electrical Systems, Electrical Engineering, Electronics, Electronic Hardware, Electronic Components, Electronics Engineering, Electrical Power, Power Electronics, Electrical Systems, Engineering Analysis, Network Analysis, Engineering Calculations, Control Systems, Mathematical Modeling, Applied Mathematics

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Neural Networks and Random Forests

    Skills you'll gain: Model Evaluation, Random Forest Algorithm, Model Optimization, Keras (Neural Network Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Methods, Applied Machine Learning, Predictive Modeling, Fine-tuning, Scikit Learn (Machine Learning Library), Regression Analysis, Classification Algorithms, Python Programming

    3.2
    Rating, 3.2 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Programming with Python for Social Scientists: Sage Publications
  • Brilliant, Passionate You: University of Michigan
  • Overcoming Obstacles: The Essential Elements of Resilience: Madecraft
  • Foundations for Big Data Analysis with SQL: Cloudera
  • Social Computing: Johns Hopkins University
  • PySpark & Python: Hands-On Guide to Data Processing: EDUCBA
  • 실용 머신 러닝 소개: Alberta Machine Intelligence Institute
  • Accounting Data Analytics with Python: University of Illinois Urbana-Champaign
  • Programming Languages, Part B: University of Washington
  • Context Engineering for Multi-Agent Systems: 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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