Machine Learning Teeta

By Aly Abdurrazek

We get lost in the details. Always find ourselves not knowing where to begin or where we are heading... Lets take a bird's view on things. So we would have a better idea on how to get to where we want... more

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FAQs about Machine Learning Teeta:

How many episodes does Machine Learning Teeta have?

The podcast currently has 18 episodes available.

Machine Learning Teeta episodes:

May 21, 2021 Hardware for deep learning
How is the computationally intensive deep learning accomplished on modern hardware computers ? A basic introduction.
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10min
May 06, 2021 Topic modeling (2); evaluation metrics
How can we compare one topic model to another? How can we evaluate any one of them?
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32min
May 03, 2021 Non linear classifiers; decision trees intro
Now is time to discuss non linear classifiers, which provide flexibility in modeling more complex patterns in data. We start by a conceptual intro to decision trees in this short episode
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18min
April 24, 2021 Machine learning - Bayes decision theory
The bird's eye view on classifiers. In this episode, we walk thru the landscape and start with linear classifiers. In the next episode, we will go thru non-linear classifiers isA.
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37min
April 04, 2021 Data analysis process
We describe the 5 steps of data analysis. Speak of common steps and the pitfalls.
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46min
March 06, 2021 Topic modeling part 1
Topic modelling part 1, LSA
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22min
February 26, 2021 NLP systems.
How do you build a NLP systems? What are the system level parameters you should consider ? How to choose one algorithm over another? And how to evaluate NLP systems. This episode is about answering these questions.
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13min
February 25, 2021 Machine Learning Teeta (Trailer)
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1min

FAQs about Machine Learning Teeta:

How many episodes does Machine Learning Teeta have?

The podcast currently has 18 episodes available.