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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


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    SAS

    SAS Certification Practice Exams

    Skills you'll gain: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google

    Google Advanced Data Analytics

    Skills you'll gain: Data Storytelling, Data Visualization, Exploratory Data Analysis, Regression Analysis, Feature Engineering, Statistical Hypothesis Testing, Sampling (Statistics), Data Ethics, Logistic Regression, Model Evaluation, Data Visualization Software, Descriptive Statistics, Data Analysis, Statistical Analysis, Tableau Software, Object Oriented Programming (OOP), Data Science, Machine Learning, Interviewing Skills, Python Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    9.8K reviews

    Advanced · Professional Certificate · 3 - 6 Months

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    SkillUp

    Artificial Intelligence for Healthcare

    Skills you'll gain: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Status: AI skills
    AI skills
    G

    Google

    Google Cybersecurity

    Skills you'll gain: Open Web Application Security Project (OWASP), Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Cyber Attacks, Incident Response, Cybersecurity, Network Protocols, Bash (Scripting Language), Debugging, Linux, Interviewing Skills, Python Programming, SQL

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    63K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Project Management Life Cycle, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Project Management, Product Management, Product Design, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    1K reviews

    Beginner · Specialization · 3 - 6 Months

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    Vanderbilt University

    MATLAB Programming for Engineers and Scientists

    Skills you'll gain: Prompt Engineering, Image Analysis, Data Visualization Software, Matlab, Algorithms, User Interface (UI), Applied Machine Learning, ChatGPT, Scatter Plots, Object Oriented Programming (OOP), Digital Signal Processing, Mathematical Software, File I/O, Computer Programming, Histogram, Programming Principles, AI Personalization, Data Analysis, Integrated Development Environments, Software Development Tools

    4.8
    Rating, 4.8 out of 5 stars
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    18K reviews

    Beginner · Specialization · 3 - 6 Months

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    A

    American Psychological Association

    Better Writing

    Skills you'll gain: Writing, Literacy, Editing, Proofreading, Productivity, Critical Thinking, Organizational Skills, Self-Motivation, Brainstorming, Diversity Awareness, Creativity

    4.3
    Rating, 4.3 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Arizona State University

    商务英语课程:财经英语 Finance & Economics

    Skills you'll gain: Negotiation, Business Communication, Vocabulary, Business Writing, Forecasting, English Language, Budgeting, Verbal Communication Skills, Financial Acumen, Business Ethics, Auditing, Influencing

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Proyecto Final: Chino básico - Lenguaje y cultura empresarial

    Skills you'll gain: Peer Review, Oral Expression, Presentations, Video Production, Business Communication, Language Learning, Communication

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Mixed · Course · 1 - 3 Months

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    U

    Universidades Anáhuac

    Francés Introductorio

    Skills you'll gain: Language Competency, Language Learning, Vocabulary, Oral Comprehension, Grammar, Communication

    Beginner · Course · 1 - 3 Months

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    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Pennsylvania

    AI Fundamentals for Non-Data Scientists

    Skills you'll gain: Data Management, Big Data, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Machine Learning, Deep Learning, Data-Driven Decision-Making, Data Preprocessing, Marketing Strategies, Information Privacy, Autoencoders, Model Evaluation, No-Code Development, Artificial Intelligence, Predictive Analytics, Artificial Neural Networks

    4.8
    Rating, 4.8 out of 5 stars
    ·
    974 reviews

    Mixed · Course · 1 - 3 Months

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

  • SAS Certification Practice Exams: SAS
  • Google Advanced Data Analytics: Google
  • Artificial Intelligence for Healthcare: SkillUp
  • Google Cybersecurity: Google
  • AI Product Management: Duke University
  • MATLAB Programming for Engineers and Scientists: Vanderbilt University
  • Better Writing: American Psychological Association
  • 商务英语课程:财经英语 Finance & Economics: Arizona State University
  • Proyecto Final: Chino básico - Lenguaje y cultura empresarial: Arizona State University
  • Francés Introductorio: Universidades Anáhuac

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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