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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • P

    Pearson

    Programming Generative AI: Unit 2

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    GenAI-Assisted Development and Code Quality

    Skills you'll gain: Software Architecture, Integrated Development Environments, Code Review, AI Workflows, Software Design, Python Programming, Version Control, Java Programming

    Intermediate · Course · 1 - 3 Months

  • S

    Simplilearn

    Introduction to Meta Business Suite Training

    Skills you'll gain: Social Media Management, Instagram, Facebook, Social Media, Advertising, Digital Advertising, Social Media Marketing, Performance Analysis, Customer Communications Management, Content Management Systems, E-Commerce, Collaboration, Content Creation, Data-Driven Decision-Making, Customer Service, Content Marketing, Team Management, Drive Engagement, Sales

    Beginner · Course · 1 - 4 Weeks

  • U

    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, System Testing, Acceptance Testing, Test Case, Python Programming, Cloud Management, Computer Science

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Optimize AI: Plan, Evaluate, and Learn

    Skills you'll gain: Risk Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Splunk Analytics & Visualization: From Data to Insights

    Skills you'll gain: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Data Analysis Expressions (DAX), Data Pipelines, Authentications, Unstructured Data, Data Visualization, Windows Servers, Network Troubleshooting

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Strategic Content Design: UX Research & Tools

    Skills you'll gain: Content Performance Analysis, Content Strategy, Stakeholder Communications, User Experience, UI/UX Strategy, User Experience Design, User Research, User Interface and User Experience (UI/UX) Design, Test Planning, Benchmarking, Data-Driven Decision-Making, Competitive Analysis, Writing, Editing

    Intermediate · Course · 1 - 3 Months

  • A

    AI CERTs

    Responsible AI Principles

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Unreal Engine 5 - Environment Design

    Skills you'll gain: Virtual Environment, Unreal Engine, 3D Assets, Augmented and Virtual Reality (AR/VR), Video Game Development, Game Design, Conceptual Design, Animation and Game Design, Image Quality, Performance Tuning, Ideation, Layout Design, Design Elements And Principles, Creativity

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Building and Debugging Cloud Functions for Node.js

    Skills you'll gain: Debugging, Google Cloud Platform, Application Deployment, Cloud Development, JavaScript Frameworks, Node.JS, Cloud Applications, Serverless Computing, Program Development, Microsoft Visual Studio

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    The Complete Scrum Master Certification & Agile Scrum Course

    Skills you'll gain: Scaled Agile Framework, Kanban Principles, Team Oriented, User Story, Team Building, Continuous Improvement Process

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia

    Skills you'll gain: Responsible AI, Applied Machine Learning, Data Analysis, Artificial Intelligence, Model Evaluation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Programming Generative AI: Unit 2: Pearson
  • GenAI-Assisted Development and Code Quality: SkillUp
  • Introduction to Meta Business Suite Training: Simplilearn
  • Agile Software Development with Python: TDD and BDD: University of California, Santa Cruz
  • Optimize AI: Plan, Evaluate, and Learn: Coursera
  • Splunk Analytics & Visualization: From Data to Insights: EDUCBA
  • Strategic Content Design: UX Research & Tools: Packt
  • Responsible AI Principles: AI CERTs
  • Unreal Engine 5 - Environment Design: Packt
  • Building and Debugging Cloud Functions for Node.js: 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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