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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


  • Status: Free Trial
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    Packt

    Advanced C++ Features and Data Structures

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), C and C++, C++ (Programming Language), Data Structures, Object Oriented Design, Code Reusability, Memory Management, Data Persistence, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    Agentic AI Content for Practitioners (Teams: Legal)

    Skills you'll gain: Agentic Workflows, Agentic systems, Contract Compliance, Organizational Change, Legal Technology, Change Management, Contract Review, Regulatory Compliance, AI Workflows, AI Integrations, AI Enablement, Law, Regulation, and Compliance, Compliance Management, Generative AI Agents, Regulatory Requirements, Scalability, Artificial Intelligence, Process Design, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Project Management Best Practices using Agile and Scrum

    Skills you'll gain: Sprint Retrospectives, Agile Methodology, Agile Project Management, Change Management, Agile Software Development, Organizational Change, Team Management, Team Building, IT Management, Leadership Studies, Team Performance Management, Management Training And Development, Team Leadership, Culture Transformation, Organizational Leadership, Estimation, Continuous Improvement Process, Communication

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    How to Build a Product Flow Diagram

    Skills you'll gain: Product Flow Diagram, Process Flow Diagrams, New Product Development, Go To Market Strategy, Product Development, Diagram Design, Product Improvement, Journey Mapping, Product Planning, Customer Analysis, Decision Intelligence, User Feedback, Customer experience improvement, Continuous Improvement Process, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Market Analysis and Trend Forecasting with Data

    Skills you'll gain: Trend Analysis, Market Data, Market Share, Market Trend, Market Opportunities, Forecasting, Market Analysis, Competitive Analysis, Market Research, Market Intelligence, Go To Market Strategy, Time Series Analysis and Forecasting, Growth Strategies, Data Analysis, Data Visualization, Data-Driven Decision-Making, Data Presentation, Data Storytelling, Quantitative Research, Descriptive Analytics

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Siemens

    Dinámica de fluidos computacional aplicada

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Simulations, Thermal Management, Mechanical Engineering, Engineering, Numerical Analysis, Mathematical Modeling, Differential Equations, Physics, Energy and Utilities

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    LearnKartS

    Backend Engineering with Node.js

    Skills you'll gain: Node.JS, Authentications, Cloud Deployment, Middleware, MongoDB, Server Side, Back-End Web Development, Role-Based Access Control (RBAC), Application Deployment, Full-Stack Web Development, API Testing, Authorization (Computing), Redis, JavaScript Frameworks, JSON, Database Management, TypeScript, Javascript, Database Design, Debugging

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Networking, Mobile Devices, Virtualization & Security

    Skills you'll gain: Wireless Networks, Virtualization and Virtual Machines, Network Administration, Virtual Machines, General Networking, Virtualization, Computing Platforms, Cloud Hosting, Network Troubleshooting, Network Support, Network Security, Cloud Computing, Security Controls, Computer Networking, Networking Hardware, Virtual Private Networks (VPN), Mobile Security, Telecommunications, Network Architecture, Local Area Networks

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Cybersecurity Strategies for AI-Driven Organizations

    Skills you'll gain: Threat Modeling, Responsible AI, MITRE ATT&CK Framework, Cyber Security Strategy, Data Ethics, Cyber Security Assessment, Cybersecurity, Penetration Testing, IT Security Architecture, Cyber Risk, Data Loss Prevention, Vulnerability Assessments, Exploitation techniques, Data Security, Incident Response, Tensorflow

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Fine-tuning, Computer Vision, Image Analysis, Generative Model Architectures, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Advanced ASP.NET Core MVC, Deployment & User Management

    Skills you'll gain: ASP.NET, Application Deployment, User Accounts, User Provisioning, Cloud Deployment, Authorization (Computing), Role-Based Access Control (RBAC), Microsoft Azure, OAuth, Identity and Access Management, Model View Controller, Bootstrap (Front-End Framework), Databases, Database Management, Single Sign-On (SSO), Email Automation, Debugging

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Exploratory Analytics Project Ideation

    Skills you'll gain: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Design Thinking, Data Analysis, Business Analytics, Analytics, Business Analysis, Case Studies, Anomaly Detection, Process Mapping

    Beginner · Course · 1 - 3 Months

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

  • Advanced C++ Features and Data Structures: Packt
  • Agentic AI Content for Practitioners (Teams: Legal): Coursera
  • Project Management Best Practices using Agile and Scrum: Packt
  • How to Build a Product Flow Diagram: Coursera
  • Market Analysis and Trend Forecasting with Data: Coursera
  • Dinámica de fluidos computacional aplicada: Siemens
  • Backend Engineering with Node.js: LearnKartS
  • Networking, Mobile Devices, Virtualization & Security: Packt
  • Cybersecurity Strategies for AI-Driven Organizations: Coursera
  • Introduction to Transformer Models for NLP: Unit 3: Pearson

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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