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This comprehensive program takes you from the fundamentals of machine learning to building and deploying production-grade AI systems.…

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15 Lesson 12h 20m 0 Students Intermediate
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Learning goals

  • Build and train neural networks from scratch in Python.
  • Master TensorFlow, PyTorch and scikit-learn workflows.
  • Fine-tune large language models and generative AI
  • Build a career-ready portfolio of 8 deployed projects.
  • Deploy machine learning models to production with MLOps
  • Work with real datasets: cleaning, features and pipelines
  • Evaluate models with the right metrics and validation
  • Understand the math behind gradient descent and backprop

Skills you'll gain

Python TensorFlow PyTorch Deep Learning MLOps Data Wrangling NLP Model Deployment Generative AI Computer Vision

Course description

This comprehensive program takes you from the fundamentals of machine learning to building and deploying production-grade AI systems. You’ll write real code from day one — training models, tuning hyperparameters and shipping them to the cloud.

Through 12 modules and 8 capstone projects, you’ll develop the intuition and practical skills employers look for. By the end you’ll have a portfolio of deployed AI applications and a recognized certificate to prove it.

Requirements

  • Basic programming knowledge (any language) is helpful but not required
  • A computer with internet access — no expensive GPU needed
  • No programming experience required
  • Python installation recommended
  • Google Colab or Jupyter Notebook access

Intended audience

  • Aspiring ML engineers who want a structured, project-based path
  • Developers looking to add AI skills to their toolkit
  • Data analysts moving into machine learning roles
  • Students and career-changers building a portfolio

Course curriculum

5 modules • 15 lessons • 12h 20m total

01 WordPress Theme Development 3 lessons

  • Understanding WordPress Themes
    2:50
  • Setting Up the Development Environment
    4:55
  • Creating Your First Theme
    3:20

02 Building the Theme Structure 3 lessons

  • WordPress Template Hierarchy
    6:30
  • Splitting Templates into Parts
    4:40
  • Working with The Loop
    8:20

03 Adding Theme Features 3 lessons

  • Registering Menus and Theme Support
    3:20
  • Registering Widget Areas
    5:30
  • Enqueuing CSS and JavaScript
    9:35

04 Customizing Your Theme 3 lessons

  • WordPress Customizer API
    5:55
  • Theme Options Framework
    4:58
  • Custom Post Types and Custom Fields
    9:15

05 Best Practices and Theme Distribution 3 lessons

  • Security and Coding Standards
    10:25
  • Performance Optimization
    12:45
  • Preparing for Theme Release
    15:20

Meet your instructor

Edunex Admin

Edunex Admin

Web developer
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2 Courses

Emmielar is a Lead AI Engineer with over a decade building machine learning systems at scale. He has trained 140,000+ students worldwide and specializes in making complex.

Frequently asked questions

Q1. Can I host live coaching sessions?
Clients can view your availability, choose a suitable time slot, and book sessions online through the built-in scheduling system. Organize and manage all your projects effortlessly in one place. From initial planning to the finalized. Organize and manage all your projects effortlessly.
Clients can view your availability, choose a suitable time slot, and book sessions online through the built-in scheduling system. Organize and manage all your projects effortlessly in one place. From initial planning to the finalized. Organize and manage all your projects effortlessly.
Clients can view your availability, choose a suitable time slot, and book sessions online through the built-in scheduling system. Organize and manage all your projects effortlessly in one place. From initial planning to the finalized. Organize and manage all your projects effortlessly.
Clients can view your availability, choose a suitable time slot, and book sessions online through the built-in scheduling system. Organize and manage all your projects effortlessly in one place. From initial planning to the finalized. Organize and manage all your projects effortlessly.
Clients can view your availability, choose a suitable time slot, and book sessions online through the built-in scheduling system. Organize and manage all your projects effortlessly in one place. From initial planning to the finalized. Organize and manage all your projects effortlessly.
Original price was: $40.00.Current price is: $25.00.
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30-day money-back guarantee

This course includes

Lifetime access to all lessons
Wordpress cheat sheet
33 downloadable resources
Access on mobile & desktop
8 hands-on capstone projects
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