Data Science
IT Sharks has many high quality courses available across 12 distinct categories. All our courses are self-paced and have been designed by subject matter experts, to give you an interactive and enriched learning experience.Depending on your learning goal, which help you focus your learning to provide you with specific expertise in your field or industry.
Data Science
Artificial Intelligence
Chapter 1: Programming
- Introduction to AI.- Getting started with python & installing required programs
- Structured programming with python.
- Data Structures.
- OOP & how to use it in AI .
- Software Engineering basics .
- Regular Expressions .
- Web Scrapping .
Final project $ Evaluation
Chapter 2: Data Science
- Intro to data science .- Mathematics 1: Algebra
- Mathematics 2: statistics and probability .
- Mathematics 3: calculus .
- Numpy .
- Pandas .
- Matplotlib .
Final projects
Chapter 3: Machine Learning
- Intro to machine learning.- Regression basics
- Advanced regression
- Binary classification.
- Multi classification
- Feature engineering .
- Clustering .
- Cross validation , PCA and grid search .
Final projects
Chapter 4: Deep Learning.
- Intro to deep learning.- ANN
- CNN
- RNN, GRU and LSTM
- Pre-trained modes
Final project
Short Description
Duration: 120 Hours
Connect with us
Villa No. 48, 2nd Floor, Flat 6, 105th Street, El Horreya Sq., Beside El Raya Market, Maadi - Cairo, Egypt 11728
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Mobile+20 1112 50 5953
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Whatsapp+20 101 774 3315
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Email info@itsharks.co