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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


  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Interviewing for DS/AI Roles

    Skills you'll gain: Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Workforce Planning, Professional Development, LinkedIn, Artificial Intelligence, Machine Learning, Talent Sourcing, Compensation and Benefits, Data Science, Data Analysis, Recruitment, Data Architecture, Presentations, Technical Consulting, Big Data, Job Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    頑想學概率:機率一 (Probability (1))

    Skills you'll gain: Probability, Probability Distribution, Statistics, Data Literacy, Logical Reasoning, Critical Thinking, Learning Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    367 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    FPGA computing systems: Background knowledge and introductory materials

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Application Specific Integrated Circuits, Technical Design, Systems Design, Computer Architecture, Hardware Architecture, Electronic Hardware, Distributed Computing, System Configuration, Cloud Computing Architecture, Computer-Aided Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    247 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Mécanique du point matériel

    Skills you'll gain: Mechanics, Vibrations, Physics, electromagnetics, Differential Equations, Engineering Analysis, Calculus, Linear Algebra, Mathematical Modeling, Trigonometry, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Understanding and Strengthening Health Systems

    Skills you'll gain: Advocacy, Health Systems, Health Policy, Health Care Administration, Community Health, Primary Care, Health Care, Public Health, Systems Thinking, Governance, Training Programs, Case Studies, Education and Training

    4.6
    Rating, 4.6 out of 5 stars
    ·
    349 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    H

    Howard University

    Building Regression Models with Linear Algebra

    Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Applied Mathematics, Machine Learning Methods, Linear Algebra, Model Evaluation, Statistical Analysis, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    McMaster University

    Szemléletváltás

    Skills you'll gain: Lifelong Learning, Learning Strategies, Willingness To Learn, Open Mindset, Growth Mindedness, Adaptability, Professional Development, Mentorship, Productivity, Personal Development, Stress Management, Overcoming Obstacles, Learning Styles, Creativity, Time Management, Social Studies, Cultural Diversity

    4.9
    Rating, 4.9 out of 5 stars
    ·
    65 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dassault Systèmes

    SOLIDWORKS 3D CAD for Education

    Skills you'll gain: Assembly Drawing, 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Engineering Drawings, Mechanical Design, Product Design, Technical Design, Design Elements And Principles, Mechanical Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    182 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Modeling Data in the Tidyverse

    Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, R Programming, Predictive Modeling, Statistical Hypothesis Testing, Tidyverse (R Package), Data Analysis, Data Modeling, Regression Analysis, Data Science, Classification And Regression Tree (CART), Statistical Inference, Statistical Analysis, Rmarkdown, Data Preprocessing, Statistical Methods, Model Evaluation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Snowflake

    Introduction to Modern Data Engineering with Snowflake

    Skills you'll gain: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Integration, Data Warehousing, Software Development Tools, Data Import/Export, Stored Procedure, SQL, Data Analysis, GitHub, Microsoft Visual Studio, Command-Line Interface

    4.8
    Rating, 4.8 out of 5 stars
    ·
    129 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    I

    Imperial College London

    Science Matters: Let's Talk About COVID-19

    Skills you'll gain: Epidemiology, Public Health, Infectious Diseases, Community Health, Economics, Policy, and Social Studies, Health Systems, Socioeconomics, Health Policy, Emergency Response, Patient Evaluation, Immunology, Diagnostic Tests, Microbiology, Media and Communications, Molecular Biology, Pathology

    4.2
    Rating, 4.2 out of 5 stars
    ·
    223 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Interactive Brokers

    ESG Data & Accountability

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Data Collection, Due Diligence, Big Data, Analytics, Investment Management, Data-Driven Decision-Making, Financial Market, Business Ethics, Sustainable Business, Artificial Intelligence, Emerging Technologies, Machine Learning, Natural Language Processing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 3 Months

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

  • Interviewing for DS/AI Roles: University of California, Irvine
  • 頑想學概率:機率一 (Probability (1)): National Taiwan University
  • FPGA computing systems: Background knowledge and introductory materials: Politecnico di Milano
  • Mécanique du point matériel: École Polytechnique Fédérale de Lausanne
  • Understanding and Strengthening Health Systems: Johns Hopkins University
  • Building Regression Models with Linear Algebra: Howard University
  • Szemléletváltás: McMaster University
  • SOLIDWORKS 3D CAD for Education: Dassault Systèmes
  • Modeling Data in the Tidyverse: Johns Hopkins University
  • Introduction to Modern Data Engineering with Snowflake: Snowflake

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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