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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


  • U

    University of Cape Town

    Doing Clinical Research: Biostatistics with the Wolfram Language

    Skills you'll gain: Descriptive Statistics, Data Literacy, Plot (Graphics), Statistical Analysis, Statistical Visualization, Statistical Programming, Biostatistics, Statistical Hypothesis Testing, Quantitative Research, Deep Learning, Regression Analysis, Data Manipulation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Meta

    Python Data Analytics

    Skills you'll gain: Pandas (Python Package), Data Analysis, Exploratory Data Analysis, Data Manipulation, Jupyter, Matplotlib, Regression Analysis, Data Visualization, Programming Principles, Data Cleansing, Data Visualization Software, Python Programming, Scripting

    4.3
    Rating, 4.3 out of 5 stars
    ·
    243 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evaluación educativa

    Skills you'll gain: Peer Review, Program Evaluation, Patient Evaluation, Surveys, Qualitative Research, Instructional and Curriculum Design, Education Software and Technology, Health Assessment, Teaching, Psychological Evaluations, Curriculum Development, Simulations, Curriculum Planning, Education and Training, Clinical Assessment, Case Studies, Student-Centred Learning, Higher Education, Instructional Strategies, Survey Creation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    864 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Minnesota

    Recommender Systems Capstone

    Skills you'll gain: Spreadsheet Software, Applied Machine Learning, Exploratory Data Analysis, Analysis, System Design and Implementation, Solution Design, Model Evaluation, Machine Learning Algorithms, Algorithms, Business Metrics

    4.1
    Rating, 4.1 out of 5 stars
    ·
    30 reviews

    Mixed · Course · 1 - 4 Weeks

  • W

    Whizlabs

    NVIDIA: Large Language Models and Generative AI Deployment

    Skills you'll gain: Large Language Modeling, Generative AI, Model Deployment, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Model Evaluation, Continuous Monitoring, Data Cleansing, Machine Learning

    4
    Rating, 4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Data Analysis Software, NumPy, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    270 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Magnetics for Power Electronic Converters

    Skills you'll gain: Power Electronics, Electrical Engineering, electromagnetics, Electronic Components, Mathematical Modeling, Thermal Management, Engineering Analysis, Engineering Design Process, Engineering Calculations, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    165 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Essential Linear Algebra for Data Science

    Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    189 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Data Engineering Capstone Project

    Skills you'll gain: Data Warehousing, MongoDB, IBM Cognos Analytics, Extract, Transform, Load, NoSQL, Apache Spark, IBM DB2, Big Data, Dashboard, Business Intelligence, PySpark, Data Pipelines, Analytics, Databases, Database Design, Data Architecture, Apache Airflow, Relational Databases, SQL, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    142 reviews

    Advanced · Course · 1 - 3 Months

  • M

    Macquarie University

    Career planning: Your career, your life

    Skills you'll gain: Adaptability, Business Communication, Professional Development, Communication, Proactivity, Personal Development, Professional Networking, digital literacy, Planning, Lifelong Learning, Self-Awareness, Design Thinking, Branding, Creative Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    268 reviews

    Mixed · Course · 1 - 3 Months

  • A

    Amazon

    Full Stack Web Development

    Skills you'll gain: Full-Stack Web Development, Restful API, Cloud Deployment, Front-End Web Development, HTML and CSS, Data Persistence, Application Programming Interface (API), Server Side, Java Platform Enterprise Edition (J2EE), Web Applications, Secure Coding, Amazon Elastic Compute Cloud, Back-End Web Development, Spring Boot, Model View Controller, Responsive Web Design, Javascript

    4.1
    Rating, 4.1 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    GPT Vision: Seeing the World through Generative AI

    Skills you'll gain: Generative AI, Expense Reports, Image Analysis, Expense Management, Organizational Skills, Computer Vision, Data Storytelling, Project Controls, Social Media Content, Artificial Intelligence, Photography, Prompt Engineering, Cooking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    236 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Doing Clinical Research: Biostatistics with the Wolfram Language: University of Cape Town
  • Python Data Analytics: Meta
  • Evaluación educativa: Universidad Nacional Autónoma de México
  • Recommender Systems Capstone: University of Minnesota
  • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs
  • Python and Pandas for Data Engineering: Duke University
  • Magnetics for Power Electronic Converters: University of Colorado Boulder
  • Essential Linear Algebra for Data Science: University of Colorado Boulder
  • Data Engineering Capstone Project: IBM
  • Career planning: Your career, your life: Macquarie 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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