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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


  • S

    Simplilearn

    Advanced Prompt Engineering Course

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Retrieval-Augmented Generation, Generative AI, AI Workflows, LLM Application, Large Language Modeling, OpenAI API, Data Synthesis

    ★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    少年福利與權利 (Welfare and Rights of Youth)

    Skills you'll gain: Child Welfare, Social Work, Advocacy, Social and Human Services, Case Studies, Working With Children, Human Services, Empowerment, Social Justice, Public Policies, Community Outreach, Sociology, Social Impact, Child Development, Culture, Systems Thinking

    ★ 4.8 (46) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, AI literacy, AI Integrations, Strategic Decision-Making, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • T

    Tencent Cloud

    Tencent Cloud Solutions Architect Associate

    Skills you'll gain: Cloud Computing Architecture, Cloud Solutions, Cloud Computing, Cloud Infrastructure, Solution Architecture, Serverless Computing, Cloud Services, Infrastructure Architecture, Network Architecture, Virtual Networking, Cloud Management, API Gateway, Scalability, Performance Tuning, Network Performance Management

    ★ 4.8 (15) · Intermediate · Course · 1 - 3 Months

  • S

    Simplilearn

    Agile and Project Management Mastery for Scrum Leaders

    Skills you'll gain: Project Risk Management, User Story, Project Management, Risk Management, Kanban Principles, Project Planning, Agile Methodology, Agile Project Management, Agile Software Development, Cost Management, Project Management Office (PMO), Backlogs, Risk Mitigation, Project Management Software, Project Management Life Cycle, Risk Analysis, Team Performance Management, Sprint Planning, Organizational Change, Sprint Retrospectives

    ★ 4.6 (19) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Toronto

    Gender Analytics Capstone Project

    Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Organizational Change, Data Storytelling, Data Analysis, Complex Problem Solving, Stakeholder Analysis, Innovation, Quantitative Research, Strategic Communication, Analytics, Diversity and Inclusion, Qualitative Research, Resource Allocation

    ★ 4.8 (22) · Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Optimización de Redes Neuronales Profundas

    Skills you'll gain: Model Optimization, Tensorflow, Fine-tuning, Deep Learning, Performance Tuning, Model Training, Model Deployment, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Python Functions

    Skills you'll gain: Code Reusability, Data Manipulation, Data Science, Python Programming, Programming Principles, Computer Programming, Software Engineering

    ★ 4.8 (58) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Python for Scientific Computing

    Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Mathematical Software, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization

    ★ 4.8 (18) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Stress Management Techniques

    Skills you'll gain: Stress Management, Resilience, Personal Development, Professional Development, Culture Transformation, Mental Health, Workforce Development, Workforce Management, Biology, Interpersonal Communications

    ★ 4.7 (32) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    IA générative : découvrir les concepts fondamentaux

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Security, Large Language Modeling, Google Cloud Platform, AI Enablement, AI Integrations, Data Literacy, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Artificial Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • I

    Indian Institute of Technology Guwahati

    Digital Manufacturing

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Computer Graphics, 3D Modeling, Manufacturing Processes, Mechanical Design, Manufacturing and Production, Design Software, Robotics, Engineering Drawings, Machine Controls, Manufacturing Operations, Visualization (Computer Graphics), Assembly Drawing, Prototyping, Computer Graphic Techniques, Industrial Design, Product Engineering, Materials science, Process Engineering

    ★ 3.9 (15) · Intermediate · Specialization · 3 - 6 Months

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

  • Advanced Prompt Engineering Course: Simplilearn
  • 少年福利與權利 (Welfare and Rights of Youth): National Taiwan University
  • GenAI and Model Selection: Coursera
  • Tencent Cloud Solutions Architect Associate : Tencent Cloud
  • Agile and Project Management Mastery for Scrum Leaders: Simplilearn
  • Gender Analytics Capstone Project: University of Toronto
  • Optimización de Redes Neuronales Profundas: Universidad Austral
  • Introduction to Python Functions: University of Colorado Boulder
  • Introduction to Python for Scientific Computing: University of Colorado Boulder
  • Stress Management Techniques: LearnKartS

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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