AI AND DATA SCIENCE BOOTCAMP - epsiloneg.com

AI AND DATA SCIENCE

BOOTCAMP

2

OVERVIEW

AI & Data Science Bootcamp

Artificial intelligence (AI) and machine learning

algorithms are transforming systems, experiences,

processes, and entire industries. It’s no wonder that

business leaders see these data-driven technologies

as fundamental for the future—and that practitioners

fluent in both fields are in high demand.

At Epsilon AI Institute, we are fascinated by their

world-changing potential, and we’ve created the


to help students understand the fundamentals of AI

and Data Science and how to apply them to

solve complex, real-world problems.

We are now solving

problems with machine

learning and artificial

intelligence that were…

in the realm of science

fiction for the last several

decades. And natural

language understanding,

machine vision problems,

it really is an amazing

renaissance.

“

Jeff Bezos

Founder, Amazon


ABOUT EPSILON AI INSTITUTE

EPSILON AI INSTITUTE is a global AI training provider dedicated to preparing Trainees worldwide for an

Artificial Intelligence (AI) Future and the 4th Industrial Revolution. The world is drastically changing with all

leading nations and blocs creating AI Plans & Strategies. Our goal is to train talents worldwide to build this

AI Future. We are doing this by equipping Trainees with practical skills in AI (Deep Learning & Machine

Learning) and Data Science. Our core strength is offering long-term and short-term courses in AI and help

Trainees to become, a better-equipped and empowering them to face this competitive era. The era of

artificial intelligence is upon us.

EPSILON AI INSTITUTE is committed to leading change and developing careers through competency-based

education in the AI Area, Each term we introduce new, innovative programming to remain current with

customer needs and changes in the work world.

Vision: Move People and Companies into the next industrial revolution.

Mission: our mission is to push the boundaries of technology to Help companies and Individuals

discover, learn and adopt Artificial Intelligence technologies, talent and provide real value immediately.

Our goal is to train talents worldwide to build this AI Future.

We’re making a world-class AI education accessible to people around the globe so that we can all

benefit from an AI-powered future.


AI SOLUTIONS FOR REAL-WORLD

PROBLEMS

Machine Learning Artificial Intelligence

In this five days bootcamp, you will learn the fundamentals of Artificial Intelligence, its business applications and how to

successfully implement these frontier technologies. Our unique Bootcamp equips you with all the competence that

industry leaders are seeking today to create value in their companies. As the need for AI skills grows, human skills such

as storytelling and creativity become increasingly important.

You will leave with a new set of skills in Data Science, Machine Learning and Deep Learning that will enable you to

prototype AI initiatives in your organization, but you will also learn with a professional actor the powerful tools that you

need for your initiatives to be embraced.

During this one of a kind training, hands-on experience will be gained by building a Machine Learning solution with your

team of highly motivated participants. Interaction, team emulation, and nonverbal communications are vital to achieving

learning objectives.

This training is an essential one to succeed in the AI-powered world!

CURRICULUM


DAY 1

• AI Different Forms

• Types of Machine Learning

• Python Programming basics

• Coding Platform: Jupiter Notebook

• Introduction to coding

• The logic of Python

• Basics of Python: variables, data types,

functions

• Basics of Python: loops and if statements

DAY 2

• Analytics-specific Python libraries: numpy,

pandas

• Advanced data science Python libraries:

MatPlotLib

• Creating your first simple prediction

DAY 3

• Data preprocessing

• Linear Regression Problem

• Logistic Regression

• Gradient Descent Algorithm

• Predicting Housing Prices based on the size

of the house using Gradient Descent

Algorithm

DAY 4

• Regression and Classification

• Clustering and Dimensionality Reduction

• Model selection and evaluation

DAY 5

• Convert Images to raw data

• Raw data to CSV

• Accuracy Prediction and Optimization

• Hands-on Project

DAY 6

• Introduction to Neural Networks -Keras

• Implementing Gradient Descent

• Training Neural Networks

• Neural Network Hands-on Project

10 Days AI training and training materials

5 hours/day from 5 PM to 10 PM

Snacks and beverages.


DAY 7

• Introduction to Deep learning

• Deep Learning with KERAS

• Intro to Artificial Neural Networks – ANN

• Intro to Convolutional Neural Networks –

CNN

• Intro to Recurrent Neural Network – RNN

• Deep Learning Hands-on Project

DAY 8

• Introduction to Data science

• Data wrangling

• Data Exploration Analysis

• Solving problems with data science

• Data science hands-on Project

DAY 9

• Introduction to NLP

• NLP application

• NLP Implementation

• NLP Hands-on project

DAY 10

• Computer vision

• CV application

• CV Implementation

• CV hands-on Project

10% Theory, 90% Practice

BENEFITS

• Understand AI’s unique challenges and opportunities

• Gain practical and strategic comprehension of AI

• Explore Machine Learning, Deep Learning, Computer Vision, NLP and Data science techniques and

applications

• Learn how to develop AI systems with Python programming

• Solve real AI problems through hands-on projects

• Develop creativity and engagement skills through storytelling and empathy exercises

• Receive a Certificate of Completion from Epsilon AI Institute, Delaware, USA

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PREREQUISITES

Basic knowledge Mathematics is advantage However we will teach you from basics.

Our AI and data science Bootcamp is tailored for professionals working in technology development with an

engineering background and a basic understanding of logic and mathematical reasoning. No AI background is

required, but Minimal programming skills such as Java, Javascript, C++, etc. are necessary.

Participants are required to possess a basic knowledge of Python since all

assignments/application projects will be done using the Python programming language.

Audience & Requirements

Anybody who can write some code in whatever programming language should be able to follow the Bootcamp. We make use of an iPython/Jupyter Notebook, so nothing but a laptop is required to participate. The course is suitable for a range of positions including:

• Managers • Engineers • Developers • Data analysts

Hardware: Bring Your Own Laptop and charger, leave with knowledge Important note: Each Bootcamp participant is required to bring their own laptop running Windows 10. Although this workshop requires Windows 10, the skills learned and code used will be transferrable to Mac OS and other platforms because all software used will be open source. Assistants will also be on hand to help attendees with hardware/software issues. Attendees receive an electronic copy of the course materials and related code at the conclusion of the Bootcamp.

Certificate

Participants will be granted a completion certificate from Epsilon AI Institute, Delaware, USA if they attend a

minimum of 80 percent of the direct contact hours of the Program and after fulfilling program requirements

(complete all assignments, passing both Final Exam and Project to obtain the Certificate)

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INSTRUC TORS 1/3


PH.D.

Ahmed Qattan

--Ph. D. University of Waterloo

minimum complexity neural

networks for classification

--Dedicated and motivated

Ph.D. researcher in Artificial

Intelligence with hands-on

experience in Deep Learning,

Computer Vision, and Robotics.

--NORTEL Speech Research

Lab, Montreal, (speech

recognition acoustic modeling,

language modeling, phonetic

confidence estimation)

--AUC: Teaching neural

networks, machine learning,

image processing, pattern

recognition and computer

vision.

MS.C.

Ahmed ElNaggar --M.Sc. in Computer and

systems engineering

--Senior Cognitive Engineer

(RPA) at Advansys-ESC

--Machine learning

technology consultant at

TIEC ministry of

communication

--Senior systems engineer

at Robogarden Inc

--Research Assistant at

CATLab(communications

and aerospace lab), Zewail

city of science and

technology

PH.D.

Mohsen Moftah --Ph.D., AIN SHAMS

UNIVERSITY electronics and

communication

--NLP SPECIALIST at Arab

Academy For Science &

Technology and Maritime

Transport

--Post Graduate Studies in

Computer Engineering, New

Mexico State University New

Mexico, USA

MS.C.

Hassan Badawy --M.Sc., AI TECHNICAL

TEAM LEADER at INTDV

--Artificial Intelligence

Researcher (Part Time) at

orange labs

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INSTRUC TORS 2/3


MS.C.

Ahmed Medhat --M.sc in Operations Research,

Statistics & Mathematics.

--Data Scientist at AUC

MS.C.

Doaa Mahmoud

--M.Sc. Of Statistics Big

Data Analytics, Cairo

University

ENG.

Ali Abdelaal

--AI Engineer at adam.ai

--AI Engineer at Toptal

--AI engineer at Botler.io

--Certified AI engineer, IBM

ENG.

Ahmed Emad --Big Data Analytics

Engineer at CIB Egypt

--Big Data Engineer at

ThinkBig

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INSTRUC TORS 3/3


ENG.

Abdo Ghareeb --Data scientist and Machine

Learning Engineer at

ANALYTICS PATROLS

--Data scientist at Lyra analytics

- Part time --Data science

Instructor at NTI

ENG.

Ahmed Maher

--Data Scientist at EG-Bank

ENG.

Ramez Shendy

--Data Scientist at Synapse

Analytics

MS.C.

Shady Nagy --Machine Learning

Engineer at analytics patrols

--M.sc in Applied

Mathematics - GUC

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COPYRIGHT © 2018 EPSILON REGISTERED IN EGYPT WITH COMPANY NO. 118268

E-mail: [email protected]

Telephone: +201122885566 / +201011933233 / +202-22749985

Location: Elserag mall, Building 1, entrance 1, floor 11, Nasr city 1, Cairo, Egypt

We attempt to respond to queries in 24 hours or less. However, over weekends and holidays, our responses may take up to 72 hours.

Schedule a call with a Program Advisor to learn how this bootcamp can help you

SCHEDULE A CALL

Apply for the program here

APPLY NOW

tel:+201122885566

https://epsiloneg.com/company/register-for-a-course/

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AI AND DATA SCIENCE BOOTCAMP - epsiloneg.com