Professional full-stack web development course.
This comprehensive program takes you from the fundamentals of machine learning to building and deploying production-grade AI systems.…
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
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
01 Course Introduction
-
Welcome to the Course
13:50 -
How WordPress Works
10:00 -
Development Environment
3:50
02 WordPress Fundamentals
-
WordPress File Structure
4:50 -
Database Overview
5:20 -
Understanding the Theme System
6:25
03 Creating Your First Theme
-
Required Theme Files
3:55 -
Theme Headers
10:45 -
Activating Your Theme
2:50
04 Template Hierarchy
-
Template Hierarchy Explained
12:30 -
Main Template Files
5:10 -
Create Template Parts
6:35
05 The WordPress Loop
-
Understanding The Loop
5:50 -
WordPress Custom Queries
15:50 -
Global Pagination
10:12
06 Header, Footer & Navigation
-
Building theme Header
12:59 -
Navigation Menus
8:52 -
Footer Development
14:50
Meet your instructor
Student reviews
“We improved marketing performance significantly using AI-driven recommendations that optimize campaigns, consistent results.”
“The platform transformed complex analytics into simple actions, helping our team make faster, smarter deep technical expertise daily.”
“Our team reduced manual reporting time drastically and now focuses on strategy instead of repetitive data tasks thanks to AI insights.”
“The platform transformed complex analytics into simple actions, helping our team make faster, smarter deep technical expertise daily.”
Frequently asked questions
Related Courses.
admin
