Start Your AI Journey with
Machine Learning Bootcamp

Join our online program to dive into AI and Data Science without any prior experience.

Start Your Data Science Journey Today!

Why Choose
Our Machine Learning Bootcamp?

Empower your journey into AI and Data Science with our structured modules.

Flipped Learning

Utilize our Flipped Class Learning Style for effective knowledge absorption.

Lifetime Access

Enjoy lifetime access to pre-recorded courses and resources.

Interactive Community

Engage with fellow students in our vibrant Discord community.

Personalized Support

Receive personalized project reviews and assignments guidance.

Language

No Language barrier!
Courses are primarily taught in Arabic.

Practical Approach

Focus on hands-on projects and real-world applications to prepare you for the industry effectively.

Traditional Online Courses

Limited access to learning resources
Lack of communication with the instructor
Difficulty in personalized project feedback

Flipped Class Solution

Unlimited access to all course materials
Weekly Live Session for Discussion with the instructor
Personalized feedback and project support

Testimonials

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Start Your Data Science Journey Today!

Bootcamp Contents

Intro to AI & Data Science

Why to learn AI or ML?
What is actually AI?
Narrow vs. General AI.
Why this Booming? Just a trend?
Data Never Sleeps
What is ML?
ML vs. Traditional Programming.
ML vs. Data Science.
Applications of ML.
Types of ML.
Job Roles.
Our Roadmap.

Python Programming

Intro to Programming
Python Variables
Python Data Structures
Conditions
Loops
Functions
Files Handling
Exceptions Handling
Modules and Packages
Intro to OOP
Git & GitHub

Projects:
Guessing Game
Tic-Tac-Toe
Wuzzuf Web Scraping

Essential Math & Python Data Analysis

Linear Algebra with Numpy
Descriptive Statistics with Pandas
Data Visualization with Seaborn / Plotly
Data Preprocessing
EDA Projects
Deployment with Streamlit

Projects:
Titanic Survival Analysis
Covid-19 Data Analysis
NYC Airbnb Data Analysis

SQL Data Analysis

Intro to Database and SQL
SQL Basics
SQL Joins
SQL Subqueries and Temp Tables
SQL Data Cleaning
SQL Window Functions

Projects:
E-Commerce Data Analysis
Covid Data Analysis

Machine Learning

Intro to Machine Learning
End to End Application
Data Preprocessing
Regression Algorithms
Classification Algorithms
Cross Validation
Hyperparameter Tuning
Model Selection &
Evaluation
Ensemble Methods
Dimension Reduction
Clustering Algorithms

Projects:
50 Startups Profit Prediction
Car Price Prediction
Sales Forecasting
Credit Card Fraud Detection
Breast Cancer Classifier
Loan Approval Prediction
Ad Click Prediction
Mall Customers Clustering

Deep Learning

Intro to Deep Learning
Neural Networks
Different NN Architectures
Regression Applications
Classification Applications
Intro to Computer Vision
Intro to Natural Language Processing

Projects:
Bike Sharing Demand
Housing Pricing
Traffic Sign Classification
Dogs vs. Cats Image
Classification
Reviews Sentiment Analysis
Fake News Classification

Frequently Asked Questions

Can I access the courses anytime?

Yes. You have lifetime access to all course materials and resources for your learning convenience.

How length the bootcamp videos?

The total bootcamp videos length is about 28 hours. The courses are always updated!

What is the duration of the bootcamp?

The average duration is six months, but you can progress at your own pace.

Are live sessions mandatory?

While not mandatory, participating in live sessions enhances your learning experience and interaction with instructors.

Do you offer job placements post bootcamp?

While we don’t directly provide job placements, our program equips you with vital skills and knowledge for job readiness.

Start Your AI Journey with Machine Learning Bootcamp

Start Your Data Science Journey Today!

Why Choose Our Machine Learning Bootcamp?

Flipped Learning

Lifetime Access

Interactive Community

Personalized Support

Language

Practical Approach

Traditional Online Courses

Flipped Class Solution

Testimonials

Start Your Data Science Journey Today!

Bootcamp Contents

Frequently Asked Questions

Start Your Data Science Journey Today!

Start Your AI Journey with
Machine Learning Bootcamp

Why Choose
Our Machine Learning Bootcamp?