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Data Science & Artificial Intelligence

Master data science and AI with hands-on projects in machine learning, deep learning, and generative AI applications.

4.9 (2,847 reviews) 18,420 students
A
Created by AI Train2Hire
8–10 Months total 50 lessons Beginner to Advanced English captions Last updated Dec 2024

What You'll Learn

Build production-ready applications from scratch
Master industry best practices and design patterns
Write clean, maintainable, and testable code
Deploy applications to cloud platforms
Implement authentication and security measures
Work with databases and RESTful APIs
Use version control with Git and GitHub
Prepare for technical interviews at top companies
Collaborate effectively using Agile methodologies
Earn an industry-recognized certification

Requirements

  • A computer with internet access (Windows, Mac, or Linux)
  • No prior programming experience required — we start from the basics
  • Dedication to spend at least 10 hours per week on coursework
  • A willingness to learn and build real projects

Course Overview

Develop expertise in data analysis, machine learning, deep learning, and AI model development used across finance, healthcare, IT, manufacturing, retail, and e-commerce sectors. Suitable for both technical and non-technical candidates, including Engineering, Diploma, MBA, Business School graduates, and graduates from any discipline.

Course Modules

1
Python Programming Fundamentals
2
Statistics & Mathematics for Data Science
3
SQL for Data Analytics
4
Data Analysis using Pandas & NumPy
5
Data Visualisation & Dashboarding
6
Machine Learning Fundamentals
7
Deep Learning Applications
8
NLP & Computer Vision
9
Generative AI Applications
10
AI Model Deployment & MLOps Basics
11
Real-World Industry Projects & Capstone

Tools Covered

Core Tools
Python Jupyter Notebook/Google Colab Scikit-learn TensorFlow SQL Power BI
Training Examples
Tableau GitHub OpenAI APIs

Career Opportunities

Data Scientist
AI Engineer
Machine Learning Engineer
Data Analyst
Business Intelligence Analyst
Business Analyst
AI Solutions Consultant
Junior Data Scientist
Research Analyst
Analytics Consultant

Course Curriculum

5 sections • 50 lessons • 8–10 Months total length

  • Welcome & Course Overview Preview Watch 12:30
  • Setting Up Your Development Environment Preview Watch 18:45
  • Understanding the Project Architecture 22:10
  • Your First "Hello World" App 15:20

  • Variables, Data Types & Operators 28:15
  • Control Flow & Loops 32:00
  • Functions & Scope 25:40
  • Practice Quiz: Fundamentals 15:00

  • Project 1: Task Manager App 45:30
  • Project 2: E-Commerce Dashboard 1:12:00
  • Project 3: Real-Time Chat Application 58:20
  • Code Review & Best Practices 30:00

  • Performance Optimisation Techniques 35:20
  • Security Best Practices 28:45
  • Testing & Debugging Strategies 40:10
  • Deployment to Production 33:15

  • Building Your Portfolio 25:00
  • Interview Preparation Guide 35:30
  • Mock Technical Interview 45:00
  • Final Certification Exam 60:00

Your Instructor

A

AI Train2Hire

Senior Software Engineer & Educator

4.9 Instructor Rating 45,000+ Students 8 Courses Verified Expert

With over 12 years of industry experience at companies like Google and Stripe, AI Train2Hire brings real-world expertise to every lesson. Known for breaking down complex topics into digestible, practical tutorials, they've helped thousands of students launch successful tech careers. Their teaching philosophy centers on learning by doing — every concept is reinforced with hands-on projects that mirror actual workplace scenarios.

Student Reviews

4.9 / 5.0
4.9
2,847 reviews
5 stars
78%
4 stars
15%
3 stars
5%
2 stars
1%
1 star
1%
Jordan Mitchell
Jordan Mitchell
2 weeks ago
Best course I've ever taken!

The instructor explains complex concepts in such an intuitive way. The projects are incredibly practical, and I was able to apply what I learned at my job immediately. The certification really helped my LinkedIn profile stand out.

Priya Sharma
Priya Sharma
1 month ago
Landed my dream job thanks to this course

I came from a non-tech background, and this course gave me everything I needed to transition into tech. The certification program connected me with amazing companies. Now I'm working at a Fortune 500 company!

Marcus Johnson
Marcus Johnson
3 weeks ago
Comprehensive and well-structured

Really thorough course with great production quality. The only reason I'm giving 4 stars instead of 5 is that I wish there were a few more advanced-level projects. Otherwise, absolutely stellar content.

Course Preview
Preview this course
This course includes:
  • 8–10 Months on-demand video
  • 25+ downloadable resources
  • 15 hands-on projects
  • 5 practice quizzes
  • Mobile & TV access
  • Lifetime access
  • Certificate of completion
  • English closed captions
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