Deep Learning

What GPU have to offer in comparison to CPU?


Exploratory Data Analysis, Technology, Medium

Is it Weekday or Weekend? Should you use PNG or JPG?

Source

Data Collection


Machine Learning

How to utilize most of YouTube’s API?

Via Kostadin
  • It highly prefers watch time and obviously, longer videos will have high watch time and it tends to recommend higher duration videos after a certain period.
  • YouTube has a lot of clickbait videos, low-quality content and yet it is recommended and no actions are taken on false information imparted.
  • Satisfaction rates such as LikeCount, DislikeCount have little effect on recommendations that could be improved.


Machine Learning

Who’s the boss? The algorithm or users?

From nerdschalk via Pinterest

With a high user base comes a mighty recommendation system.

Table of Content:

  • What is YouTube? How popular is it?
  • Decoding elements of YouTube
  • Deep Learning Architecture for YouTube’s Recommender System


Technology

A perfect tool to drive earworms away.

Table of Content:

  • How to use Google Hum feature?
  • How is Google using ML in the “Hum” feature?


Machine Learning, Natural Language Processing

A complete beginner’s handbook to NLP

Table of Content:

  • What is Natural Language Processing(NLP)?
  • How does Natural Language Processing works?
  • Tokenization
  • Stemming & Lemmatization
  • Stop Words
  • Regex
  • Bag of Words
  • N-grams
  • TF-IDF


Machine Learning, Exploratory Data Analysis

One line solves all your problems!

“Data is the new oil” ~ Clive Humby


Computer Vision, Machine Learning

How to produce DeepFakes without writing any code.

Visual designed by Author on Canva. GIF Source: What are deepfakes? — TechTalks (bdtechtalks.com)


Natural Language Processing

If you haven’t been paying attention to the wonders of AI, you haven’t been attentive at all!


Computer Vision, Deep Learning

An interesting approach to make AI better at the art of “faking”!

Daksh Trehan

I publish new article every week(with probability 0.3) www.dakshtrehan.com ; www.linkedin.com/in/dakshtrehan

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