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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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    Coursera

    ETL Testing Basics for Databases

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Data Warehousing, Data Transformation, Data Integration, Databases, Data Manipulation, Real Time Data, AI Workflows, Database Management, Business Workflow Analysis, Performance Tuning, Process Design, Data Validation, Apache, Scalability, Design

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Market Basket Data Using R

    Skills you'll gain: Data Mining, Data Cleansing, Transaction Processing, Predictive Analytics, Customer Analysis, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Wrangling, Data Transformation, Data Manipulation, Interactive Data Visualization, Statistical Visualization, Consumer Behaviour, Performance Tuning, Cross Selling

    Beginner · Course · 1 - 4 Weeks

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    Google

    AI for App Building

    Skills you'll gain: Responsible AI, Google Gemini, AI Workflows, AI Enablement, Generative AI, Artificial Intelligence, Google Workspace, AI Personalization

    4.9
    Rating, 4.9 out of 5 stars
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    601 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google

    AI for Writing and Communicating

    Skills you'll gain: Google Gemini, AI Personalization, AI Workflows, Generative AI, Google Workspace, AI Enablement, Artificial Intelligence, Responsible AI

    4.9
    Rating, 4.9 out of 5 stars
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    85 reviews

    Beginner · Course · 1 - 4 Weeks

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    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, AI Enablement, Application Development, Scripting, Programming Principles, Automation, Application Programming Interface (API), Debugging, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
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    239 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Llama for Python Programmers

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON

    4.7
    Rating, 4.7 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Process Images, Create Captioning AI Models

    Skills you'll gain: Image Analysis, Data Preprocessing, Computer Vision, Visualization (Computer Graphics), Data Transformation, Python Programming, NumPy, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Incident Response and Cyber Forensics

    Skills you'll gain: Incident Response, Digital Forensics, Distributed Denial-Of-Service (DDoS) Attacks, Security Information and Event Management (SIEM), Computer Security Incident Management, Incident Management, Endpoint Detection and Response, Continuous Monitoring, Event Monitoring, System Monitoring, Intrusion Detection and Prevention, Cyber Threat Intelligence, Cyber Threat Hunting, Anomaly Detection, Cybersecurity, Cyber Security Strategy, Threat Detection, Malware Protection, Cyber Attacks, Cyber Engineering

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    AI Tools for Seller

    Skills you'll gain: Responsible AI, Sales Enablement, Sales Training, Sales, Decision Support Systems, B2B Sales, AI Enablement, Sales Support, Artificial Intelligence, Data-Driven Decision-Making, Real Time Data, Customer Insights, Accountability, Customer Engagement, Customer and Client Support, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    University of the Arts London

    Fashion Values: Society

    Skills you'll gain: Social Justice, Design Thinking, Social Impact, Sustainable Design, Social Studies, Advocacy, Creative Thinking, Case Studies, Sustainable Development, Design, Systems Thinking, Sociology, Ideation, Empathy, Corporate Sustainability, Sustainability Standards, Problem Solving, Research, Prototyping, Collaboration

    Beginner · Course · 1 - 4 Weeks

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    University of Minnesota

    Agile Software Development

    Skills you'll gain: User Story, Agile Software Development, Agile Methodology, Agile Project Management, Scrum (Software Development), Sprint Planning, Software Development Methodologies, Sprint Retrospectives, Waterfall Methodology, Continuous Integration, Test Driven Development (TDD)

    4.7
    Rating, 4.7 out of 5 stars
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    7.5K reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • ETL Testing Basics for Databases: Coursera
  • Analyze Market Basket Data Using R: EDUCBA
  • AI for App Building: Google
  • AI for Writing and Communicating: Google
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • AI Python for Beginners: DeepLearning.AI
  • Llama for Python Programmers: University of Michigan
  • Process Images, Create Captioning AI Models: Coursera
  • Incident Response and Cyber Forensics: Edureka
  • AI Tools for Seller: 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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