Why deep learning is becoming so popular? | Deep Learning Tutorial 2 (Tensorflow2.0, Keras & Python)




[ad_1]

This video explains four reasons why deep learning has become so popular in past few years.
In this deep learning tutorial python, I will cover following things in this video,
00:00 Introduction
00:24 Data growth
01:25 Hardware advancements
02:40 Python and opensource ecosystem
04:00 Cloud and AI boom

I remember I did a project in my college 17 years ago and implemented error backpropogation algorithm in C++. Why is it that deep learning is taking off in recent years? The data growth due to IT adoption, IOT devices, social media is generating so much truth so that deep learning algorithms can really produce useful results. Neural network and deep learning shows its real power when training data size is huge. Due to advancements in hardwares such as GPU and TPUs one can run so many computations in parallel making it possible to run deep learning training in a reasonable amount of time. Python and opensource ecosystem on the other hand reduced the barries for people who don’t know programming and they can try python with pytorch or tensorflow and write deep learning programs easily. One doesn’t need to buy expensive hardware, they can rent a machine in a cloud and can still write machine learning programs. There is a prevalent AI boom in the businesses nowadays where all business executives want to benefit from artificial intelligence. This further accelerates the growth of deep learning.

Next video: https://www.youtube.com/watch?v=VC-EliTgMEM&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=3

Previous video: https://www.youtube.com/watch?v=Mubj_fqiAv8&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO

Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Prerequisites for this series:
1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0
2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy
3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw

Keywords: Deep Learning Tutorial, Tensorflow Tutorial, Tensorflow2.0,

Website: http://codebasicshub.com/
Facebook: https://www.facebook.com/codebasicshub
Twitter: https://twitter.com/codebasicshub
Patreon: https://www.patreon.com/codebasics

Source


[ad_2]

Comment List

  • codebasics
    November 24, 2020

    Deep learning playlist for this series: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO

    Prerequisites for this series:

    1: Python tutorials (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0

    2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy

    3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw

  • codebasics
    November 24, 2020

    Can you also create tutorial for device drivers,RTOS,Embedded system design

  • codebasics
    November 24, 2020

    Practical applications like driver-less cars, have made companies curious to see if they can harness it to deliver a competitive business advantage…

  • codebasics
    November 24, 2020

    I thinks Dhaval sir is the Data science guru more than 10% of upcoming data scientist in India.

  • codebasics
    November 24, 2020

    Sir can you please give me your email address

  • codebasics
    November 24, 2020

    i can see ur wallet behind, full of money, seems data scientist is high paying 🙂

  • codebasics
    November 24, 2020

    Awesome tutorials, if possible please make a video on installation of tensorflow and pytorch

  • codebasics
    November 24, 2020

    Amazing content. I am not from computer engineering background. But I am able to understand Code Basics tutorials. Thank you so much.

  • codebasics
    November 24, 2020

    Thanks for the video… You said in your statement, that Python is very easy to learn. Please, how can I learn phyton?

  • codebasics
    November 24, 2020

    Many thanks

  • codebasics
    November 24, 2020

    Hello Sir, your videos are very informative, they are very easy to understand and learn. Thank you for starting tutorial on this subject. It would be great if you include one session on how to install any deep learning framework on laptop. That will help us practice.

  • codebasics
    November 24, 2020

    Kids watch Netflix series
    Legends watch Codebasics series 😅
    Dhaval bhai thanks for taking this topic
    Definitely following your videos will make such complex topics simpler

  • codebasics
    November 24, 2020

    very nice

  • codebasics
    November 24, 2020

    Let me tell you something sir, i am addicted to your tutorials more than Netflix !!!! 😀

  • codebasics
    November 24, 2020

    plz upload more videos

  • codebasics
    November 24, 2020

    Sir please upload deep learning videos as soon as possible

  • codebasics
    November 24, 2020

    Great Job, on every vídeo!

  • codebasics
    November 24, 2020

    plz in hindi channel upload this video

  • codebasics
    November 24, 2020

    Great videos sir. thanks for the videos. sir, I wanted to work on text to speech synthesis using deep learning. please tell me the minimum hardware requirements for my work.

  • codebasics
    November 24, 2020

    Me : How much data do you need ?
    ML : It depends
    DL : Check with Dhaval
    DP : watch my new web series Deep Learning

  • codebasics
    November 24, 2020

    Great sir, waiting for the video. As you made videos on projects like bengaluru house prediction, sports person classifier, power BI project… plz upload deep learning project videos too at end of this series…

  • codebasics
    November 24, 2020

    I would be the first one to join eagerly waiting for the tutorial from the best person on youtube

Write a comment