Introduction | Deep Learning Tutorial 1 (Tensorflow Tutorial, Keras & Python)

with this video I am beginning a deep

learning tutorial series in Python now

this is designed for absolute beginners

so you do not need to have any prior

background in deep learning what you

need to know is a little bit of Python

pandas and machine learning so for

Python I'm going to link my Python

playlist you need to follow first 16

video 1 6 and then for pandas you can

follow maybe first 9 videos just to get

yourself clear on the data cleaning

procedure in pandas and for machine

learning I am again going to link my

machine learning tutorial playlist you

can follow probably few of those

tutorials I'm talking about SVM decision

tree linear regression all those

tutorials in that list there are some

projects as well but it's ok if you

don't work on projects and once you do

that you can move on to this particular

series which is deep learning so I'm

going to link a playlist here I will be

producing videos in next few weeks and

as I produce videos I will keep on

adding those videos so all you need is a

willingness to learn a decent computer

you don't need any - computer by the way

and just the basic knowledge in Python

pandas and machine learning now this

series will be of course it will be in

Python I will be using Kira's and

tensorflow

I might use PI torch as well but I'm not

sure but you will see in the upcoming

videos also I will try my best to keep

things simple because deep learning

especially is little heavy on

mathematics and statistics and people

often have problem following those

concepts and my whole goal for this

entire list is anyone can any new

beginner even if you don't have any

mathematics or statistics background you

can follow this playlist and you can

hopefully write some are deep learning

programs if I need to clear any math

concepts what I will do is as we are

going through the tutorial place

oh we will cover those concepts

gradually throw the playlist I will be

using a simple data set so that you get

an understanding of this

very easily I will also provide

exercises I'm not promising anything but

based on my time availability I will

provide exercises so that you can

practice those questions and post your

answers also I am glad to announce that

NVIDIA has decided to give me Nvidia

Titan r-tx GPU it is the top of the line

it is $2,500 GPU that Nvidia company is

giving it to me for free so I really

want to thank Nvidia for supporting my

YouTube Fork you will have to use GPU if

you are performing any heavy deep

learning chops so I am planning to post

Nvidia like RDX GPU unboxing video as

well as I am going to build my own PC

using NVIDIA GPU now as I mentioned

before you probably don't need to do all

of that you can run it with your laptop

as well but if you ever plan to get

involved in running deep learning jobs

on your computer then Nvidia is is the

perfect GPU III is to work for any video

by the way ten years back I was in

device driver programming team so I used

to write the Wester was for these GPUs

and now I will be using the CPU for

doing deep learning jobs so again thanks

Nvidia for supporting my work in the

next video we'll look into why deep

learning is taking off now