Artificial Intelligence (AI), Deep Learning (DL) and Machine Learning (ML)
Hands-on Workshop

Complete beginner to expert AI skills
 

Overview:

This is a great training to encompass the recent evolutions of AI.

It explains why AI is powerful today and then illustrate how to apply it with a very powerful framework on examples like a self-driving car prototype or the game "Doom". The examples are easy to understand and you navigate in the programming side step by step. The results of the programs are discussed so that you can also get a flavor of AI current limitations and its potential of extra evolution. You "just" need afterwards to imagine the rest to extrapolate in real-world situations.

 

PATHS

 

Track 1: AI Using Python

 

Track 2: AI Using Windows Azure

First 2 days Python Programming, Remaining 3 days AI   First 2 days Azure and Visual Studio and Python Basic, Remaining 3 days AI
     
Day 1 and 2: Python Programming   Day 1: Azure and visual Studio
     
Intro to Python  
  • Introduction
  • Variables, expressions, and statements
 
  • Azure Machine Learning Studio
  • Conditional execution
 
  • Language and Communication
  • Functions
 
  • Visual Studio Fundamentals
  • Iteration
   
  • Strings
 

Day 2: Python Basic

  • Lists
   
  • Tuples
 
  • Introduction and Fundamentals of Python
     

Day 3 – 5: Artificial Intelligence

   
     
  • Why AI
   
  • What is Reinforcement Learning
   
  • The Bellman Equation
   
  • Markov Decision Process (MDP) Model
   
  • Policy Vs Plan
   
  • Living Penalty
   
  • Q-Learning
   
  • Temporal Difference
   
  • CSPs 1 and II
   
  • Probability
   
  • Reinforcement Learning
   
  • Informed Search
   
  • Uninformed Search
   
  • HMMs
   
  • Chabot Project
   
     
Course Outline    Course Outline 

 

The Trainer

 

Mr. Burhan Musleh

AI, Deep Learning, Machine Learning Consultant

 

Burhan has Strong background in applied machine learning (PhD Candidate in AI), Artificial Intelligence, Machine Learning, Data Science and Analytics with more than 13 years of rich experience across the Data Science Technology. Burhan strength is to take a creative view of the future in the area where AI and business intelligence intersect.

Burhan worked with many companies to develop the right solution which, often fundamentally re-shapes how the business operates. A BI first approach is taken toward disruption.

Burhan is passionate about making a positive impact on the emerging global renaissance, where exponential technologies like AI, Machine Learning, Deep Learning and IoT help clients reinvent their industry and support sustainable development goals.

Burhan strength is to take a creative view of the future in the area where AI and business intelligence intersect.

Burhan Musleh carries a rich experience in Deep Learning, Machine Learning and AI with hands-on work experience including 13+ years of experience and Program Analyst and AI at Philip Morris Organization in USA, Department of Criminal Justice Services in USA and he has been a Senior Consultant/advisor at New Horizons Centers providing consultancy services and trained on AI, Neural Networks, Deep Learning, Data Scientist trainings and projects in California, USA and UAE. 

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