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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


  • G

    Google Cloud

    Classify Images with TensorFlow Convolutional Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Data Collection, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Model Evaluation, Google Cloud Platform, Cloud Computing, Scientific Visualization

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    User Authentication: Identity-Aware Proxy

    Skills you'll gain: Google App Engine, Authentications, Application Deployment, Identity and Access Management, Google Cloud Platform, Cloud Applications, Authorization (Computing), User Accounts, Cryptography, Python Programming

    Beginner · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Building AI Agents for Complex Tasks

    Skills you'll gain: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Managing Data as a Product: Scalable Data Architectures

    Skills you'll gain: Data Architecture, Data Infrastructure, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Microservices, Solution Architecture, Data Governance, Software Architecture, Semantic Web, Data Integration, Information Architecture, CI/CD, Software Design, Maintainability, Enterprise Architecture, Data Analysis, Generative AI

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Developing Applications with Google Cloud en Français

    Skills you'll gain: Cloud Applications, Cloud Development, Cloud-Native Computing, Google Cloud Platform, Application Development, Serverless Computing, Application Deployment, Cloud Deployment, Microservices, Application Performance Management, Infrastructure as Code (IaC), Cloud API, API Gateway, Application Design, Cloud Computing Architecture, Authentications, Application Programming Interface (API), Cloud Computing, Cloud Storage, Debugging

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Lean Management: Just-In-Time Training and Certification

    Skills you'll gain: Lean Manufacturing, Waste Minimization, Lean Methodologies, Supplier Management, Quality Control, Quality Management, Manufacturing Operations, Production Management, Production Process, Operational Efficiency, Supplier Relationship Management, Inventory Control, Process Improvement, Continuous Improvement Process, Facility Management, System Implementation, Team Building

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Hands-On Spring MVC: Best Practices for Java Developers

    Skills you'll gain: Model View Controller, Spring Framework, Java, Security Assertion Markup Language (SAML), Web Applications, Software Design Patterns, Transaction Processing, Data Validation, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Mastering Cloud: Security, Optimization & Migration on AWS

    Skills you'll gain: Cloud Deployment, Cloud Computing Architecture, Public Cloud, Cloud Security, Data Import/Export, Load Balancing, Virtual Networking, Multi-Factor Authentication, Event Monitoring, Data Storage, MySQL, Key Management, Scalability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    8 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    S

    Simplilearn

    Image Generation with AI Training Course

    Skills you'll gain: Autoencoders, Generative AI, Embeddings, Generative Model Architectures, Prompt Engineering, Image Analysis, Unsupervised Learning, PyTorch (Machine Learning Library), Transfer Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Ethical Hacking with Kali Linux: Analyze & Defend

    Skills you'll gain: Penetration Testing, Malware Protection, Cyber Threat Intelligence, Exploitation techniques, Cybersecurity, Intrusion Detection and Prevention, Vulnerability Assessments, Human Factors (Security), Network Analysis, Command-Line Interface

    5
    Rating, 5 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    N

    Niel Asher Education

    Clinical Biomechanics of the Upper and Lower Body

    Skills you'll gain: Rehabilitation, Exercise Therapy, Kinesiology, Physical Therapy, Manual Therapy, Human Musculoskeletal System, Patient Evaluation, Sports Medicine, Mechanics, Clinical Assessment, Clinical Practices, Injury Prevention, Athletic Training, Anatomy, Patient Treatment, Human Relations Movement, Health And Wellness Coaching

    Intermediate · Course · 1 - 3 Months

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

  • Classify Images with TensorFlow Convolutional Neural Networks: Google Cloud
  • User Authentication: Identity-Aware Proxy: Google Cloud
  • Building AI Agents for Complex Tasks: Coursera
  • Managing Data as a Product: Scalable Data Architectures: Packt
  • Developing Applications with Google Cloud en Français: Google Cloud
  • Building and Fine-Tuning LLM Applications: Packt
  • Lean Management: Just-In-Time Training and Certification: Packt
  • Hands-On Spring MVC: Best Practices for Java Developers: Board Infinity
  • Mastering Cloud: Security, Optimization & Migration on AWS: Edureka
  • Image Generation with AI Training Course: Simplilearn

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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