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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • B

    Board Infinity

    AI Development with DeepSeek for Developers

    Skills you'll gain: Deepseek, DeepSeek API, LangChain, LLM Application, Generative AI Agents, Model Evaluation, Application Programming Interface (API), Text Mining

    Beginner · Course · 1 - 4 Weeks

  • I

    Institut Mines-Télécom

    Traitement d'images : segmentation et caractérisation

    Skills you'll gain: Image Analysis, Computer Vision, Image Quality, Data Processing, Digital Signal Processing, Data Analysis, Computer Programming, Medical Imaging, Python Programming, Histogram, Algorithms

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Decision-Making in Dynamic Environments

    Skills you'll gain: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Understanding the U.S. Healthcare Landscape

    Skills you'll gain: Pharmaceuticals, Health Systems, Healthcare Industry Knowledge, Medicaid, Medicare, Health Care, Payment Systems, Drug Development, Health Policy, Public Health, Medical Billing, Value-Based Care, Health Disparities, Health Care Administration, Tax Laws

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Writing and Auditing VBA Macros in Finance

    Skills you'll gain: Excel Macros, Financial Modeling, Prompt Engineering, Financial Forecasting, Generative AI, Automation, Process Optimization, Microsoft Excel, Excel Formulas, Financial Acumen, Simulation and Simulation Software, Visual Basic (Programming Language), Financial Reporting, Financial Planning, Code Review

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    파이썬의 데이터 과학 소개

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Pivot Tables And Charts, Data Analysis, Data Preprocessing, Exploratory Data Analysis, Python Programming, Probability & Statistics, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Coding Assistants for Developers

    Skills you'll gain: Responsible AI, Code Review, AI Security, Software Development Tools, Software Documentation, Collaborative Software, DevOps, AI Workflows, Generative AI Agents, Maintainability, Integrated Development Environments, CI/CD, Test Automation, Generative AI, Software Development, Software Technical Review, Software Architecture, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Write Blog Posts With Outranking: Rank Articles With AI

    Skills you'll gain: Search Engine Optimization, Blogs, Keyword Research, Web Analytics and SEO, Web Content, Content Development and Management, Content Creation, Content Strategy, AI Enablement, Editing, Generative AI, Writing

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Creo Incubator

    Effective Communication for Leaders

    Skills you'll gain: Active Listening, Non-Verbal Communication, Constructive Feedback, Communication Strategies, Communication, Interpersonal Communications, Business Communication, Team Leadership, Strategic Communication, Organizational Leadership, Cultural Sensitivity, Stakeholder Communications, Leadership and Management, Leadership, Business Leadership, Leadership Development, Empathy, Adaptability

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Foundations of Distributed Database Systems

    Skills you'll gain: Distributed Computing, Scalability, Database Design, Database Management Systems, Database Systems, Database Architecture and Administration, Database Management, Relational Databases, SQL, Performance Tuning, Data Integrity, Transaction Processing

    3.5
    Rating, 3.5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Engineering Data Ecosystems: Pipelines, ETL, Spark

    Skills you'll gain: Extract, Transform, Load, Apache Spark, Data Pipelines, Data Integration, Big Data, Data Processing, Data Warehousing, Data Management, Data Architecture, Database Design, Scalability

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Matplotlib: Python Data Visualization & Wrangling

    Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Preprocessing, Statistical Visualization, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Scatter Plots, Histogram, Data Analysis, Exploratory Data Analysis, Pandas (Python Package), Image Quality, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    16 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • AI Development with DeepSeek for Developers: Board Infinity
  • Traitement d'images : segmentation et caractérisation: Institut Mines-Télécom
  • Decision-Making in Dynamic Environments: LearnQuest
  • Understanding the U.S. Healthcare Landscape: Northeastern University
  • GenAI for Writing and Auditing VBA Macros in Finance: Coursera
  • 파이썬의 데이터 과학 소개: University of Michigan
  • Generative AI Coding Assistants for Developers: Edureka
  • Write Blog Posts With Outranking: Rank Articles With AI: Coursera
  • Effective Communication for Leaders: Creo Incubator
  • Foundations of Distributed Database Systems: Johns Hopkins University

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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