HOW TO START ARTIFICIAL

 INTELLIGENCE (MACHNE LEARNING

 AND DEEP LEARNING)



 In this we will talk about the step by step process of how to learn Artificial intelligence and recommend some youtubers to follow , some courses from different online course providing platforms .

“ The business plans of the next 10,000 startups are easy to forecast. Take X and add AI to it.” ~Kevin Kelly

As we all knows the benefits of artificial intelligence in future. In my previous blog I have completely explained the future of artificial intelligence that how important it is in future. Now the main question arises here is that how to start artificial intelligence?

There are two types of artificial intelligence.

 


Here we will focus on artificial narrow intelligence

· Machine learning

· Deep learning

 

 

To start learning artificial intelligence following skills are very important to seek.

· Linear Algebra

· Multivariate Calculus

· Statistics and Probability

· Computer programming

 

TOOLS USE FOR AI

· Python

· R

· MATLAB

· C/C++

· Java

· JavaScript

· Keras

· TensorFlow  

· PyTorch

Hardware Requirements

1. CPU

2. GPU

3. TPU

4. CLOUD 

Courses and Resources

 

· DeepLearningSpecialization 

· Data science specialization

· Mathematics refresher


 

Youtubers to Follow:

 

1.   3 Blue 1 Brown

2. Yannic Kilcher (for deep learning news and papers)

3. Two minutes paper

 


Internships:


· KP IT Board Internship
· PSEB Internship                                                                    
· PM Internship Program
· Kamyab Jawan Program
· Code for Pakistan Fellowship program
· Tarun
JOBS
Jobs in Peshawar

· National Research Centres

· NCBC

· NCAI

· NCRA

· NCCB

· Loptimize

· Encoderbytes

· Veevotech

· Xumerz


Jobs in Pakistan

· 
TeraData (L.E.A.P)

· IBM

· I2c

· VisionX                                    

· Addo AI                                           

·  OMNO.ai

· Afiniti




Jobs International (FAANG)

· 
Facebook                               

· 
Apple

· 

Amazon                        

· Netflix

· Google

 

MOVIES AND SEASONS RELATED TO AI:

Transecdence 

ex machina

Alphago


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Writer : Basit ali