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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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    Packt

    Advanced AWS Architecture, Scaling & Automation

    Skills you'll gain: Containerization, Cloud Computing Architecture, Microservices, Amazon Redshift, Cloud Deployment, Cloud Infrastructure, Software Architecture, Systems Architecture, Event-Driven Programming

    Advanced · Course · 1 - 3 Months

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    Coursera

    Process SAR & Multispectral

    Skills you'll gain: Spatial Data Analysis, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Analysis, Model Evaluation, Image Analysis, Image Quality, Data Analysis, Data Literacy, Analytical Skills, Technical Communication, Process Validation, Data Sharing, Cloud Applications

    Intermediate · Course · 1 - 4 Weeks

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    Alex Genadinik

    Monetization Models To Boost Lifetime Customer Value (LTV)

    Skills you'll gain: Revenue Management, Upselling, Customer Retention, Cross Selling, Market Trend, Customer Acquisition Management, Business Modeling, Competitive Analysis, Product Strategy, Consumer Behaviour, Sustainable Business, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    University of California, Santa Cruz

    Agile Software Development with Python: TDD and BDD

    Skills you'll gain: Software Development Life Cycle, Agile Project Management, Collaborative Software, Software Development, Development Testing, Test Script Development, Test Case, Python Programming, Cloud Management, Computer Science

    Beginner · Course · 1 - 3 Months

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    Packt

    Intermediate Python and Practical Skills

    Skills you'll gain: File I/O, JSON, Package and Software Management, Authorization (Computing), Web Scraping, Application Programming Interface (API), File Management, Python Programming, Authentications, Performance Tuning, Simulations, Data Management, Performance Testing

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Rent-a-VM to Process Earthquake Data

    Skills you'll gain: Git (Version Control System), Version Control, Google Cloud Platform, Remote Access Systems, Cloud Storage, Infrastructure As A Service (IaaS), Data Pipelines, Virtual Machines, Cloud Computing, Data Storage, Virtualization and Virtual Machines, Authorization (Computing), Security Software, Process Analysis

    Beginner · Project · Less Than 2 Hours

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    Coursera

    Manager of Managers: Performance Management and Metrics

    Skills you'll gain: Team Performance Management, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Employee Performance Management, Performance Metric, Performance Improvement, Human Resource Strategy, Performance Analysis, Performance Appraisal, Accountability Frameworks, Performance Review, People Analytics, Constructive Feedback, Organizational Strategy, Accountability, Employee Engagement, Data-Driven Decision-Making, Analytics, Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Adapting Your 3D Skills: 3D Animation from Blender to Maya

    Skills you'll gain: Autodesk Maya, Animations, Autodesk, Graphical Tools, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Web3 Development for Beginners - No Coding Skills Required

    Skills you'll gain: Blockchain, Web Development Tools, Development Environment, FinTech, Software Development Tools, Transaction Processing, Web Development, Programming Principles, Program Development, Web Applications, Node.JS, Scalability, Other Programming Languages, Javascript, Application Deployment, Computer Programming, Market Dynamics, Verification And Validation

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Image Generation - Deutsch

    Skills you'll gain: Generative AI, Generative Model Architectures, Google Cloud Platform, Model Training, Model Deployment

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Budgeting: Analyze & Control Costs

    Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Cost Management, Cost Estimation, Microsoft Excel, Microsoft Copilot, Financial Planning, Data Storytelling, ChatGPT, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    PowerShell for Penetration Testing

    Skills you'll gain: Penetration Testing, Lightweight Directory Access Protocols, Active Directory, Windows PowerShell, Open Web Application Security Project (OWASP), Exploit development, Exploitation techniques, Test Script Development, Security Testing, API Testing, Vulnerability Scanning, Cloud Security, Windows Servers, Cyber Security Assessment, IT Automation, Scripting, Application Programming Interface (API), Microsoft Azure, Vulnerability Assessments, Cloud Computing

    Intermediate · Course · 3 - 6 Months

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

  • Advanced AWS Architecture, Scaling & Automation: Packt
  • Process SAR & Multispectral: Coursera
  • Monetization Models To Boost Lifetime Customer Value (LTV): Alex Genadinik
  • Agile Software Development with Python: TDD and BDD: University of California, Santa Cruz
  • Intermediate Python and Practical Skills: Packt
  • Rent-a-VM to Process Earthquake Data: Google Cloud
  • Manager of Managers: Performance Management and Metrics: Coursera
  • Adapting Your 3D Skills: 3D Animation from Blender to Maya: Skillshare
  • Web3 Development for Beginners - No Coding Skills Required: Packt
  • Introduction to Image Generation - Deutsch: Google Cloud

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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