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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: New
    New
    G

    Google Cloud

    借助 Google Cloud 人工智能进行创新

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Washington

    Designing Autonomous AI

    Skills you'll gain: AI Orchestration, Agentic Workflows, Organizational Skills, Process Design, Artificial Intelligence, Agentic systems, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Knowledge Transfer, Software Architecture, Machine Learning Methods, Interviewing Skills, Software Design Patterns, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    AI Infrastructure: Deployment, Networking, and Storage

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Data Infrastructure, Infrastructure As A Service (IaaS), Kubernetes, Cloud Storage, Model Deployment, Hardware Architecture, Data Storage, Model Optimization, Cloud Engineering, Infrastructure Architecture, AI Workflows, Model Training, Computer Hardware, Network Architecture, Network Performance Management, Data Processing, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
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    R

    Replit

    Building Your First App with Replit

    Skills you'll gain: Vibe coding, Prompt Engineering, No-Code Development, AI powered creativity, Agentic Workflows, AI Workflows, Application Deployment, Generative AI Agents, Application Development, Dependency Analysis, Development Environment, Generative AI, Integrated Development Environments, Software Development Tools, Package and Software Management, Change Control, Digital Publishing

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Llama for Python Programmers

    Skills you'll gain: LLM Application, Prompt Patterns, Large Language Modeling, Prompt Engineering, Generative AI, Token Optimization, Applied Machine Learning, Generative Model Architectures, Fine-tuning, Python Programming, Model Training, Open Source Technology, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, Online Advertising, Digital Advertising, Marketing Planning, ChatGPT, Branding, Marketing Strategies, Design Thinking, Keyword Research, AI Product Strategy, Brand Marketing, Brand Awareness, Brand Strategy, Digital Marketing, Generative AI, Personalized Service, AI Personalization, Customer Communications Management, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    158 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Workforce Planning Strategy

    Skills you'll gain: Data Storytelling, Workforce Planning, People Analytics, Dashboard, Human Resources Software, Power BI, Dashboard Creation, Key Performance Indicators (KPIs), Human Resources Management and Planning, Business Metrics, Workforce Development, Workforce Management, Performance Metric, Interactive Data Visualization, Business Intelligence, Human Resource Strategy, Workflow Management, Performance Measurement, Analytics, Strategic Thinking

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    AutoCAD For Dummies

    Skills you'll gain: AutoCAD, Autodesk, Technical Drawing, Computer-Aided Design, Engineering Drawings, 3D Modeling, Architectural Drawing, Drafting and Engineering Design, 3D Assets, Visualization (Computer Graphics), Design Software, Engineering Documentation, Plot (Graphics), Technical Documentation, Computer Graphics, Graphical Tools, Data Import/Export, Digital Design, Design and Product, Design Elements And Principles

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Scientific Visualization, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Model Training, Statistical Methods, Supervised Learning, Model Evaluation, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    68 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Unstructured Data, Generative AI, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    458 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Stats: Data and Descriptive Statistics 

    Skills you'll gain: Exploratory Data Analysis, Descriptive Statistics, Data Literacy, Statistics, Probability & Statistics, Sampling (Statistics), Statistical Inference, Descriptive Analytics, Data Analysis, Statistical Methods, Histogram, Statistical Analysis, Box Plots, Data Collection, Variance Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Icahn School of Medicine at Mount Sinai

    Network Analysis in Systems Biology

    Skills you'll gain: Bioinformatics, Unsupervised Learning, Biology, Machine Learning Algorithms, Data Processing, Data Integration, Network Model, Life Sciences, Statistical Methods, Open Source Technology, Scientific Visualization, General Science and Research, Cell Biology, Unix Commands, Laboratory Research

    4.5
    Rating, 4.5 out of 5 stars
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    204 reviews

    Intermediate · Course · 1 - 3 Months

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

  • 借助 Google Cloud 人工智能进行创新: Google Cloud
  • Designing Autonomous AI: University of Washington
  • AI Infrastructure: Deployment, Networking, and Storage: Google Cloud
  • Building Your First App with Replit: Replit
  • Llama for Python Programmers: University of Michigan
  • Generative AI in Marketing: University of Virginia Darden School Foundation
  • Workforce Planning Strategy: Microsoft
  • AutoCAD For Dummies: John Wiley & Sons
  • Simple Linear Regression for the Absolute Beginner: Coursera
  • ChatGPT for Beginners: Save time with Microsoft Excel: Coursera

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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