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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


  • S

    SAS

    Modeling Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), SAS (Software), Forecasting, Statistical Machine Learning, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Statistical Analysis, Statistical Methods, Data Analysis Software, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Model Evaluation, Predictive Analytics, Model Optimization

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Business & Technology

    Skills you'll gain: Responsible AI, Culture Transformation, Innovation, Organizational Change, Design Thinking, Business Transformation, Strategic Leadership, Product Lifecycle Management, Machine Learning Methods, Global Marketing, Data Ethics, Entrepreneurship, Business Communication, Artificial Intelligence, Change Management, Organizational Leadership, Machine Learning Algorithms, Business Modeling, Product Strategy, Strategic Planning

    4.6 stars, 117 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (117) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    GST Registration, ITC and Compliance

    Skills you'll gain: Tax Compliance, Sales Tax, Tax Management, Compliance Management, Registration, Tax Preparation, Regulatory Compliance, Billing & Invoicing, Tax Returns, Invoicing, Tax Planning, Tax, Transaction Processing, Hospitality, Construction Accounting, Tax Laws, Compliance Auditing, Specialized Accounting, Claims Processing, Finance

    4.8 stars, 13 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (13) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Complete Commercial Banking

    Skills you'll gain: Commercial Banking, Retail Banking, Banking Services, Bank Regulations, Commercial Lending, Banking, Project Finance, Customer Service, Cash Management, Client Services, Financial Regulation, General Lending, Financial Inclusion, Loans, Lending and Underwriting, Financial Regulations, Customer Relationship Building, Customer Retention, Working Capital, Customer experience strategy (CX)

    4.8 stars, 30 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (30) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Bank Credit Analysis & Portfolio Management

    Skills you'll gain: Financial Statement Analysis, Credit Risk, Financial Statements, Lending and Underwriting, Commercial Lending, Bank Regulations, Financial Analysis, General Lending, Banking, Risking, Portfolio Risk, Banking Services, Commercial Banking, Loans, Loan Origination, Loan Documentation, Regulatory Compliance, Portfolio Management, Financial Regulation, Working Capital

    4.9 stars, 56 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (56) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Getting Started with Azure DevOps Boards

    Skills you'll gain: Sprint Planning, Azure DevOps, Backlogs, Collaborative Software, Issue Tracking, Kanban Principles, Agile Software Development, Microsoft Azure, Project Management, DevOps

    4.5 stars, 631 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (631) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Data Analysis with NumPy and Pandas

    Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Business Reporting, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Plot (Graphics), Data Transformation, Data Analysis Software, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Business Analytics, Data Processing, Python Programming

    4.8 stars, 30 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (30) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Basic Data Processing and Visualization

    Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Analysis, Data Preprocessing, Data Science, Data Cleansing, Matplotlib, Data Import/Export, NumPy, JSON, Python Programming, File I/O

    4.3 stars, 201 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (201) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, LangChain, Agentic systems, AI Workflows, OpenAI API, Agentic Workflows, LLM Application, OpenAI, Artificial Intelligence, Generative AI, Development Environment, Tool Calling, AI literacy, AI Integrations, User Interface (UI), Python Programming, Large Language Modeling, Computer Programming Tools

    4.6 stars, 230 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (230) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Social Media Analytics

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Media Analytics, Data Visualization, Graph Theory, Relational Databases, Data Presentation, Data Visualization Software, R (Software), Infographics, Data Analysis, Network Model, Database Theory, Query Languages, Social Sciences, Statistical Analysis, Machine Learning, Machine Learning Methods, R Programming, Data Manipulation

    4.4 stars, 22 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (22) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Building and Training Neural Networks with PyTorch

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Classification Algorithms, Transfer Learning, Image Analysis, Model Evaluation, Model Training, Artificial Neural Networks, Fine-tuning, Computer Vision, Model Optimization, Data Preprocessing, Data Processing

    4.8 stars, 13 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (13) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Embedded Interface Design

    Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Persona (User Experience), Internet Of Things, API Design, User Interface (UI), Embedded Software, Amazon Web Services, Cloud Computing Architecture, Embedded Systems, Application Programming Interface (API), Prototyping, User Interface (UI) Design, Software Development

    4.5 stars, 148 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (148) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular applied machine learning courses

  • Modeling Time Series and Sequential Data: SAS
  • Business & Technology: Illinois Tech
  • GST Registration, ITC and Compliance: EDUCBA
  • Complete Commercial Banking: EDUCBA
  • Bank Credit Analysis & Portfolio Management: EDUCBA
  • Getting Started with Azure DevOps Boards: Coursera
  • Data Analysis with NumPy and Pandas: EDUCBA
  • Basic Data Processing and Visualization: University of California San Diego
  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Social Media Analytics: Johns Hopkins 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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