How to start deep learning, I have started with basic ML, like regression and classification?


#1

Hi All,
I have started with basic ML, like regression and classification.
I have also started with basic hackathon practise.
But what I think majority of hackathon is involved with deep learning like digit recognition,so wanted to learn deep learning.
Please suggest.


#2

hey @Onlypradeep,

I think this article can help you -
A Complete Guide on Getting Started with Deep Learning in Python


Also, check out the following,

  1. 25 Must Know Terms & concepts for Beginners in Deep Learning
    https://www.analyticsvidhya.com/blog/2017/05/25-must-know-terms-concepts-for-beginners-in-deep-learning/

  2. 11 most read Deep Learning Articles from Analytics Vidhya in 2017
    https://www.analyticsvidhya.com/blog/2017/12/11-deep-learning-analytics-vidhya-2017/

  3. Fundamentals of Deep Learning – Introduction to Recurrent Neural Networks
    https://www.analyticsvidhya.com/blog/2017/12/introduction-to-recurrent-neural-networks/

Hope this helps,
Sanad :slight_smile:


#3

Also @Onlypradeep,

There are many hackathons that AV conducts on machine learning too. Also, there are skill tests for the same. Have a look at the following,

  1. Twitter Sentiment Analysis (NLP)
    https://datahack.analyticsvidhya.com/contest/practice-problem-twitter-sentiment-analysis/
  2. Loan Prediction (Binary Classification)
    https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/
  3. Bigmart Sales (Regression)
    https://datahack.analyticsvidhya.com/contest/practice-problem-big-mart-sales-iii/
  4. Time Series Analysis
    https://datahack.analyticsvidhya.com/contest/practice-problem-time-series-2/

These practice problems are designed specifically for learners of all skill level to whet out their current understanding of ML and learn from their peers.

Let me know if you need anything!
Sanad :slight_smile:


#4

Thanks a lot for ur guidance… Will keep following on ur suggestions