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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

    AI-Powered Jira Automation and Workflow Optimization

    Skills you'll gain: Jira (Software), Responsible AI, Prompt Engineering, Prompt Patterns, Data Ethics, AI Workflows, Model Evaluation, AI Enablement, Generative AI, Workflow Management, Performance Tuning, Automation, Process Optimization, Performance Metric, Debugging, No-Code Development, Technical Documentation, Performance Analysis, Technical Writing, Risk Control

    Beginner · Course · 1 - 4 Weeks

  • L

    Lund University

    AI, Business & the Future of Work

    Skills you'll gain: AI Product Strategy, Organizational Strategy, Artificial Intelligence, Business Transformation, Business Risk Management, Digital Transformation, Thought Leadership, Interviewing Skills, Human Machine Interfaces, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Python Design Patterns

    Skills you'll gain: Software Architecture, Software Design Patterns, Software Design, Microservices, Maintainability, Performance Tuning, Model View Controller, Programming Principles, Python Programming, Object Oriented Programming (OOP)

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Budgeting and Forecasting Fundamentals

    Skills you'll gain: Budget Management, Budgeting, Forecasting, Financial Forecasting, Operating Budget, Cost Management, Financial Management, Cost Accounting, Cash Flow Forecasting, Financial Statements, Business Ethics, Variance Analysis, Income Statement, Case Studies, Balance Sheet, Cash Flows

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build a Role-Based Java Web Application

    Skills you'll gain: Database Application, Full-Stack Web Development, Web Applications, Model View Controller, Authentications, Business Logic, SQL

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Python for Secret Agents

    Skills you'll gain: Geographic Information Systems, Package and Software Management, Scripting, Statistical Analysis, Probability & Statistics, JSON, Image Analysis, Data Validation, Web Scraping, Intelligence Collection and Analysis, Data Analysis, Statistics, Python Programming, Data Processing, Restful API, File Transfer Protocol (FTP), Open Source Technology

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze and Apply Agile & Scrum for Business Success

    Skills you'll gain: Team Performance Management, Kanban Principles, Estimation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Communicate Campaign Updates

    Skills you'll gain: User Feedback, Stakeholder Communications, Stakeholder Management, Project Management, Stakeholder Engagement, Project Design, Strategic Communication, Communication Strategies, Report Writing, Key Performance Indicators (KPIs), Process Improvement, Communication, Business Communication, Kanban Principles, Business Reporting, Project Planning

    Intermediate · Course · 1 - 4 Weeks

  • C

    California Institute of the Arts

    Visual Elements of User Interface Design

    Skills you'll gain: User Interface (UI) Design, Graphic and Visual Design, Design, Design Elements And Principles, Human Computer Interaction, Typography, Graphic Design, Layout Design, Information Architecture, Application Design, Interaction Design, User Experience Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6.4K reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Apply Postman APIs for Customer Data Management

    Skills you'll gain: Business Logic

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Statistical Data Analysis with Minitab

    Skills you'll gain: Classification And Regression Tree (CART), Data-Driven Decision-Making, Minitab, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Decision Tree Learning, Predictive Analytics, Estimation, Statistical Visualization, Probability & Statistics, Microsoft Excel, Statistical Analysis, Data Visualization Software, Predictive Modeling, Data Analysis, Statistics, Analytical Skills

    Beginner · Specialization · 1 - 3 Months

  • S

    Snowflake

    Building AI Agents with Snowflake

    Skills you'll gain: AI Orchestration, AI Workflows, Model Context Protocol, Snowflake Schema, LLM Application, Artificial Intelligence, Tool Calling, Agentic systems, Prompt Engineering, Embeddings, Model Evaluation, SQL, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

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

  • AI-Powered Jira Automation and Workflow Optimization: Coursera
  • AI, Business & the Future of Work: Lund University
  • Mastering Python Design Patterns: Packt
  • Apply Budgeting and Forecasting Fundamentals: EDUCBA
  • Build a Role-Based Java Web Application: EDUCBA
  • Python for Secret Agents: Packt
  • Analyze and Apply Agile & Scrum for Business Success: EDUCBA
  • Communicate Campaign Updates: Coursera
  • Visual Elements of User Interface Design: California Institute of the Arts
  • Apply Postman APIs for Customer Data Management: EDUCBA

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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