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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

    Forecast bikeshare demand using time series models in R

    Skills you'll gain: R Programming, R (Software), Data Visualization, Statistical Programming, Time Series Analysis and Forecasting, Interactive Data Visualization, Data-Driven Decision-Making, Trend Analysis, Rmarkdown, Data Processing, Data Analysis, Predictive Modeling, Data Cleansing, Data Manipulation, Exploratory Data Analysis, Predictive Analytics, Revenue Management, Forecasting, Business Strategy, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Christian Virtues for Spiritual Growth

    Skills you'll gain: Compassion, Habit Formation, Ethical Standards And Conduct, Optimism, Resilience, Empathy, Social Justice, Self-Awareness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    生成 AI の概要

    Skills you'll gain: Generative AI, Google Gemini, AI literacy, Machine Learning Methods, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Meaningful Predictive Modeling

    Skills you'll gain: Model Evaluation, Predictive Modeling, Model Training, Predictive Analytics, Verification And Validation, Statistical Modeling, Model Optimization, Applied Machine Learning, Regression Analysis, Supervised Learning, Python Programming, Text Mining, Classification Algorithms, Natural Language Processing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    McMaster University

    Finance for Everyone Capstone Project

    Skills you'll gain: Peer Review, User Feedback, Project Documentation, Finance, Stakeholder Engagement, Portfolio Management, Constructive Feedback, Knowledge Transfer, Financial Market, General Finance, Financial Planning, Stakeholder Management, Financial Acumen, Presentations, Stakeholder Communications

    4.8
    Rating, 4.8 out of 5 stars
    ·
    83 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Microsoft

    Deploy containers by using Azure Kubernetes Service

    Skills you'll gain: Kubernetes, Microsoft Azure, Docker (Software), YAML, Cloud-Native Computing, Containerization, Application Deployment, Cloud Security, Cloud Deployment, Security Controls, Virtual Networking, General Networking

    3.3
    Rating, 3.3 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    HR Technology and Workforce Analytics

    Skills you'll gain: HR Tech, Human Resources Software, People Analytics, Human Resources Information System (HRIS), Human Resource Management, Human Resources Management and Planning, Human Resources, Recruitment, Performance Metric, Talent Recruitment, Employee Performance Management, Workflow Management, Workforce Planning, Performance Reporting, Performance Appraisal, Performance Management, Recruitment Strategies, Performance Measurement, Employee Training, Organizational Effectiveness

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2))

    Skills you'll gain: Data Structures, Data Visualization Software, File I/O, Market Data, Financial Data, Financial Analysis, Data Analysis, Programming Principles, Data Processing, Python Programming, Data Manipulation, Data Import/Export, Maintainability, Data Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    261 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant

    Skills you'll gain: Vocabulary, Critical Thinking and Problem Solving, Logical Reasoning, Analytical Skills, Critical Thinking, Deductive Reasoning, Arithmetic, Problem Solving, Data Literacy, Grammar, Language Competency, English Language, Data Analysis, Literacy, Complex Problem Solving, Trend Analysis, Data Synthesis, Data-Driven Decision-Making, Applied Mathematics, Algebra

    3.3
    Rating, 3.3 out of 5 stars
    ·
    20 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    N

    New York University

    Richard Schechner's Introduction to Performance Studies

    Skills you'll gain: Performing Arts, Art History, Peer Review, World History, Intercultural Competence, Liberal Arts, Culture, Music, Ancient History, Cultural Diversity, Sociology, Anthropology, Media and Communications, Electronic Media

    4.8
    Rating, 4.8 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    #talkmentalillness

    Skills you'll gain: Community Mental Health Services, Mental Health, Mental Health Therapies, Health Disparities, Clinical Psychology, Mental Health Diseases and Disorders, Cultural Responsiveness, Culture, Mental and Behavioral Health, Psychology, Health Equity, Cognitive Behavioral Therapy, Cultural Diversity, Behavioral Health, Cultural Sensitivity, Substance Abuse, Research

    4.6
    Rating, 4.6 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    LearnQuest

    CompTIA Practice

    Skills you'll gain: Network Troubleshooting, Help Desk Support, System Configuration, Computer Hardware, Networking Hardware, Hardware Troubleshooting, Technical Support and Services, Technical Support, Peripheral Devices, System Support, Desktop Support, General Networking

    3.4
    Rating, 3.4 out of 5 stars
    ·
    140 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Forecast bikeshare demand using time series models in R: Coursera
  • Christian Virtues for Spiritual Growth: Duke University
  • 生成 AI の概要: Google Cloud
  • Meaningful Predictive Modeling: University of California San Diego
  • Finance for Everyone Capstone Project: McMaster University
  • Deploy containers by using Azure Kubernetes Service: Microsoft
  • HR Technology and Workforce Analytics: EDUCBA
  • 用 Python 做商管程式設計(二)(Programming for Business Computing in Python (2)): National Taiwan University
  • Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant: Board Infinity
  • Richard Schechner's Introduction to Performance Studies: New York 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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