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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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    Infosec

    Network Traffic Analysis for Incident Response

    Skills you'll gain: Event Monitoring, OSI Models, Network Monitoring, Network Protocols, Cyber Threat Intelligence, Network Analysis, Network Troubleshooting, TCP/IP, Distributed Denial-Of-Service (DDoS) Attacks, Threat Detection, General Networking, Network Security, Incident Response, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

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    Zoho Corporation

    Get Ready to Sell: Guided Projects and Portfolio Development

    Skills you'll gain: Sales Process, Sales, Sales Management, Sales Strategy, General Sales Practices, Customer Relationship Management (CRM) Software, Sales Presentation, Sales Pipelines, Interviewing Skills, Prospecting and Qualification, Portfolio Management

    Beginner · Course · 1 - 4 Weeks

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    Scrimba

    API Basics 4: Build a Personal Dashboard (Promise Rejection)

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Web Applications, Javascript, Web Development Tools, Restful API, Application Programming Interface (API), Real Time Data, Software Development

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Game Development and Unity Basics

    Skills you'll gain: Game Design, Android Development, Unity Engine, Video Game Development, 3D Assets, User Interface (UI), User Interface (UI) Design, C# (Programming Language), Animations, Scripting

    Advanced · Course · 1 - 3 Months

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    PwC India

    Transfer pricing assessment, APA and Intra-group services

    Skills you'll gain: Tax Laws, Tax, Intercompany Accounting, Tax Compliance, Corporate Tax, Audit Planning, International Financial Reporting Standards, Arbitration, Law, Regulation, and Compliance, Analysis, Compliance Auditing

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    AI-Enabled Programming, Networking, and Cybersecurity

    Skills you'll gain: Prompt Engineering, LangChain, LLM Application, Emerging Technologies, AI Orchestration, AI Workflows, AI Security, AI Enablement, OpenAI, ChatGPT, Computer Programming Tools, Software Development Tools, Responsible AI, Artificial Intelligence, General Networking, Cybersecurity, Network Administration, Software Development, Network Security

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 1: Unit 2

    Skills you'll gain: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Application Programming Interface (API), Relational Databases

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Mastering Agile: Apply & Adapt Principles for Value Delivery

    Skills you'll gain: Agile Methodology, Agile Software Development, Agile Project Management, Kanban Principles, Agile Product Development, Scrum (Software Development), Lean Methodologies, Sprint Retrospectives, Backlogs, Sprint Planning, Continuous Improvement Process, Stakeholder Engagement, Prioritization

    Mixed · Course · 1 - 4 Weeks

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    University of Minnesota

    Causal Inference Project Ideation

    Skills you'll gain: Experimentation, Research Design, A/B Testing, Business Analysis, Analytical Skills, Process Mapping, Statistical Methods, Research Methodologies, Business Research, Complex Problem Solving, Project Design, Statistical Inference, Data Ethics, Prioritization, Project Planning

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced React Projects and Ecommerce Development

    Skills you'll gain: Application Deployment, React.js, Event-Driven Programming, User Interface (UI), Web Applications, Application Development, Web Development, Cascading Style Sheets (CSS), Javascript, JSON, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Transformer Models and BERT Model - Italiano

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Embeddings

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Linux Server Administration Made Easy with Hands-On Training

    Skills you'll gain: Linux Servers, Linux Administration, Command-Line Interface, Bash (Scripting Language), Apache, Performance Tuning, Operating System Administration, Linux Commands, Web Servers, Server Administration, System Monitoring, Virtualization, Network Administration, Virtual Machines, System Configuration, File Management, Software Installation, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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

  • Network Traffic Analysis for Incident Response: Infosec
  • Get Ready to Sell: Guided Projects and Portfolio Development: Zoho Corporation
  • API Basics 4: Build a Personal Dashboard (Promise Rejection): Scrimba
  • Advanced Game Development and Unity Basics: Packt
  • Transfer pricing assessment, APA and Intra-group services: PwC India
  • AI-Enabled Programming, Networking, and Cybersecurity: Pearson
  • Data Science Fundamentals Part 1: Unit 2: Pearson
  • Mastering Agile: Apply & Adapt Principles for Value Delivery: EDUCBA
  • Causal Inference Project Ideation: University of Minnesota
  • Advanced React Projects and Ecommerce Development: Packt

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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