Home Courses Course details

Data science

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.…

5.0(2)

18 Lesson 15h 30m 2 Students Intermediate

Created by

Edward Collins

Wishlist

Overview Curriculum Instructor Reviews FAQs

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

6 modules • 18 lessons • 15h 30m total

01 Course Introduction 3 lessons

Welcome to the Course

13:50
How WordPress Works

10:00
Development Environment

3:50

02 WordPress Fundamentals 3 lessons

WordPress File Structure

4:50
Database Overview

5:20
Understanding the Theme System

6:25

03 Creating Your First Theme 3 lessons

Required Theme Files

3:55
Theme Headers

10:45
Activating Your Theme

2:50

04 Template Hierarchy 3 lessons

Template Hierarchy Explained

12:30
Main Template Files

5:10
Create Template Parts

6:35

05 The WordPress Loop 3 lessons

Understanding The Loop

5:50
WordPress Custom Queries

15:50
Global Pagination

10:12

06 Header, Footer & Navigation 3 lessons

Building theme Header

12:59
Navigation Menus

8:52
Footer Development

14:50

Meet your instructor

Edward Collins

UX/UI Designer

5.0

Rating

2 Reviews

2 Students

1 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.

Student reviews

5.0

2 ratings

100%

Kamrul Hasan

3 weeks ago

“Our team reduced manual reporting time drastically and now focuses on strategy instead of repetitive data tasks thanks to AI insights.”

Edunex Admin

3 weeks ago

“The platform transformed complex analytics into simple actions, helping our team make faster, smarter deep technical expertise daily.”

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.

Q2. How do clients book coaching sessions?

Q3. Can I sell courses and coaching programs?

Q4. Does the platform support progress tracking?

05. Do I need technical skills to get started?