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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


  • C

    Coursera

    Azure Data Factory : Implement SCD Type 1

    Skills you'll gain: Data Pipelines, Microsoft SQL Servers, Microsoft Azure, Database Development, Data Warehousing, SQL, Data Integration, Extract, Transform, Load

    4.2
    Rating, 4.2 out of 5 stars
    ·
    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    GenAI for Inside Sales: Crafting Effective Outreach

    Skills you'll gain: Inside Sales, Sales Process, Generative AI Agents, Sales Strategy, Email Automation, AI Personalization, Sales Management, HubSpot CRM, Sales Enablement, Sales, Sales Training, Sales Prospecting, ChatGPT, Anthropic Claude, Customer Relationship Management (CRM) Software, Customer Communications Management, Customer Engagement, Campaign Management, Automation, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Python 3 from Beginner to Expert - Learn Python from Scratch

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Debugging, JSON, Program Development, Data Structures, Code Review, Python Programming, Microsoft Visual Studio, Development Environment, Scripting, Maintainability, Integrated Development Environments, Package and Software Management, Authorization (Computing), Programming Principles, Computer Programming, Web Scraping, Application Programming Interface (API), Scalability

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Online Influence and Persuasion

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Analysis, Analytical Skills, Statistical Analysis, Behavioral Economics, Research, Data Collection, Sociology, Data Transformation, Persuasive Communication, Application Programming Interface (API), Media and Communications, Scripting, Psychology

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Getting There and Going Beyond

    Skills you'll gain: Systems Engineering, Aerospace Basic Quality System Standards, Global Positioning Systems, Engineering Design Process, Control Systems, Systems Integration, Engineering, Human Factors, System Testing, Communication Systems, Robotics, Automation, Structural Engineering, Thermal Management, Physical Science, Electric Power Systems, Environmental Monitoring, Mechanics

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Starweaver

    GenAI Foundations and Prompt Engineering

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, ChatGPT, AI Workflows, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Object-Oriented Programming and GUI with Python

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Event-Driven Programming, Python Programming, User Interface (UI), Computer Programming, Human Computer Interaction, Application Development, Graphical Tools

    3.7
    Rating, 3.7 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    UI/UX Design with Sketch: Travel Booking App

    Skills you'll gain: Wireframing, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design, Prototyping, Usability, Mockups, User Experience, UI Components, Application Design, Layout Design, User Flows

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Configuring MongoDB Atlas with BigQuery Dataflow Templates

    Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Big Data, Data Integration, Data Migration, Data Analysis

    Intermediate · Project · Less Than 2 Hours

  • O

    Oracle

    Oracle Data Platform Foundations Associate

    Skills you'll gain: Oracle Cloud, Oracle Databases, Data Migration, Data Lakes, Database Architecture and Administration, NoSQL, MySQL, Data Security, Analytics, Machine Learning Methods, Scalability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Introduction to FastAPI and Backend Development Fundamentals

    Skills you'll gain: Back-End Web Development, PostgreSQL, Python Programming, Restful API, SQL, API Design, Object-Relational Mapping, Database Management, Databases, Data Validation, Development Environment

    3.4
    Rating, 3.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Data Visualization using Bokeh

    Skills you'll gain: Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Geospatial Information and Technology, Interactive Data Visualization, Scatter Plots, Software Installation, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    16 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Azure Data Factory : Implement SCD Type 1: Coursera
  • GenAI for Inside Sales: Crafting Effective Outreach: Coursera
  • Python 3 from Beginner to Expert - Learn Python from Scratch: Packt
  • Online Influence and Persuasion: Johns Hopkins University
  • Getting There and Going Beyond: University of Colorado Boulder
  • GenAI Foundations and Prompt Engineering : Starweaver
  • Object-Oriented Programming and GUI with Python: Arizona State University
  • UI/UX Design with Sketch: Travel Booking App: Coursera
  • Configuring MongoDB Atlas with BigQuery Dataflow Templates: Google Cloud
  • Oracle Data Platform Foundations Associate: Oracle

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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