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

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

Testimonials