Artificial Intelligence Professional Program

Program Description

Taste of Training

Artificial Intelligence and Big Data are some of the most highly sought after skills in the High-Tech Industry. The demand for data scientists is increasing so quickly, that McKinsey predicts that in the near future, there will be a 50 percent gap in the supply of data scientists versus demand.

Our Artificial Intelligence Professional Program will enable you to gain the skills, experience and certification you need to be successful as an AI or Big Data Professional.  You will learn the best practices and methodologies of how to conduct leading edge Artificial Intelligence and Big Data Projects, and be mentored by some of the best experts in the field. This program is approved by the Knowledge and Human Development Authority (KHDA) of Dubai.

Preference Dates Timing Registration Fees
October Program 04 - 24 October 2020 Self-Paced 2500 AED

What You Will Get

KHDA-Accredited Certification

Live Classes

Lecture Videos

Practical Projects

AI Professional Program Description
Course I - Python Programming Click Here for More Details
Course II - Python for Data Science and Machine Learning Click Here for More Details
Certification - Innosoft Certified AI Professional (AI-200) Exam Click Here for More Details
Click Here To Register

Course and Certification Schedule

Event Date Description Timing

Session 1

 04 October 2020

Lecture Video 1 ( 1 h30 min)


  • Python Environment Setup

  • Data Types, Strings, Lists, Tuples
 Flexible

Session 2

 05 October 2020

Lecture Video 2 ( 1 h30 min)


  • Sets, Dictionaries

  • Selection Statements, Loops

  • File Input and Output

  • Functions, Python Modules

  • Object-Oriented Programming – Classes

 Flexible

Live Session

 06 October 2020

Zoom Meeting


  • Review of Session 1 and 2, Q & A

  • First Python Project Assignment
 7:00PM - 8:00PM

Session 3

 07 October 2020

Lecture Video 3 ( 1 h30 min)


  • Objected Oriented Programming (Code Reuse, Inheritance, Composition)

  • Data Analysis with Pandas

  • Data Analysis with Numpy
 Flexible

Session 4

 08 October 2020

Lecture Video 4 ( 1 h30 min)


  • Data Analysis with Numpy – Continued

  • First Data Analysis Project - Salaries Dataset

 Flexible

Live Session

 10 October 2020

Zoom Meeting


  • Review of Sessions 3 and 4, Q & A

  • Data Analysis Assingment

 7:00PM - 8:00PM

Session 5

 11 October 2020

Lecture Video 5 ( 1 h30 min)


  • Introduction to Machine Learning

  • Supervised, Unsupervised and Reinforcement Learning

  • Supervised Learning (Classification, Regression)

  • Linear Regression

  • Building a Predictive Model for a Real Estate Firm
 Flexible

Session 6

 12 October 2020

Lecture Video 6 ( 1 h30 min)


  • Data Preparation (Handling Missing Values and Categorical Features)

  • Building a Classification Model with Logistic Regression

  • Evaluating Classification Models (Accuracy, Precision, Recall, F1-Score)

  • Bias-Variance Tradeoff
 Flexible

Live Session

 13 October 2020

Zoom Meeting


  • Session 5 and 6 Review, Q & A

  • Graded Assignment Review
 7:00PM - 8:00PM

Session 7

 14 October 2020

Lecture Video 7 ( 1 h30 min)


  • Classification – K-Nearest Neighbors (KNN)

  • Tuning a KNN Model

  • Unsupervised Learning – K-Means Clustering

  • Data Visualization with Seaborn and Matplotlib
 Flexible

Session 8

 15 October 2020

Lecture Video 8 ( 1 h30 min)


  • Introduction to Deep Learning

  • Neural Network Representation

  • Forward Propagation

  • Activation Functions

  • Cost Functions

  • Back-Propagation with Gradient Descent

  • Solving an Image-Classification Problem with Deep Learning

 Flexible

Live Session

 17 October 2020

Zoom Meeting


  • Sessions 7 and 8 Review, Q & A

  • Certification Exam Prep


 7:00PM - 8:00PM

AI-200 Certification Exam

 24 October 2020

Online Exam


  • Time zone in Dubai (GMT+4)


3:00PM - 5:00PM
Click Here To Register

Testimonials

Ahmed is an excellent instructor that has elevated my understanding of Python, AI, and Deep Learning. It has encouraged me to further my educational development in this subject which will help me in my profession. Innosoft Gulf is one of the few educational institutes in the GCC that follows current and future developments in IT and AI. I would strongly recommend this to anyone interested.
Gustavo Mauricio Chinchayan
Gustavo Mauricio ChinchayanInernal Auditor
I have completed 2 courses with Innosoft: first the AI professional program and then the Deep Learning Program. I can honestly say that the support and teaching available here is exceptional:
I've attempted to learn similar skills in my own time in the past, and have always found it difficult to persist beyond the beginner level. The course at Innosoft is intensive - 3 hours a day, over 10 days. This immersive approach, in my view, is the absolute best way to learn these difficult skills. The instructor took me from an absolute beginner to being able to fully engage with the Data Science literature available now, both from a theoretical and a coding point of view.
Jordan Asghar
Jordan AsgharResearch and Development Director
Very rewarding course. Rare to find a Deep learning course in Dubai that teaches concepts from scratch and provides practical applications. Will definitely recommend.
Priyanka Ghaghda
Priyanka GhaghdaBS in Math, New York University
A great course with a distinguished teacher: Mr. Ahmed El Koutbia
Dr. Nizar Zarka
Dr. Nizar ZarkaHead of Special Technology Projects at noon.com
It is a great program! It is a hands-on course with many examples providing you knowledge about the algorithms and successful approaches. The best thing about this course is that you learn how to work with data.
Diana Omassi
Diana OmassiIndustrial Engineer
The workshop on big data and machine learning was an excellent introduction to practitioners considering using data science. Ahmed demonstrated considerable teaching talent rooted in his long expertise with systems development.
Dr. Ali Zalzala
Dr. Ali ZalzalaUniversity Professor
Innosoft Gulf Institute is educating students breaking and revolutionary techniques with focus on future trends in CIT industry. Mr. Ahmed is well updated on latest technologies related to Big Data, AI, Machine Learning, etc. Rated as 5 star in terms of overall deliverance.
Vikas Sharma
Vikas SharmaManager, Etisalat
The most important thing is to be convinced of what you are studying. It's not just about teaching... I'm taking four courses at Innosoft Gulf institute, and I think it's much better than my bachelor's degree.
Ahmad TahboubSenior Year Computer Science Student
Innosoft Gulf really gave me a head start for college. The teacher was amazing and I really learned a lot. I highly recommend the Python, Java and Machine Learning courses.
Oshin VatsDistinguished High School Student