This video is about the Discrete Fourier Transform.

Grokking Machine Learning Book:
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00:00 Introduction
00:58 The Discrete Fourier Transform
06:08 The Inverse Discrete Fourier Transform
09:11 The Formula
14:23 Matrix Form
15:45 Next Steps

MIT 6.622 Power Electronics, Spring 2023
Instructor: David Perreault

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In this lecture, we first review linear vs. switching regulators. We then introduce definitions and methods for analyzing switching circuits, including the Method of Assumed States and Periodic Steady State.

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00:00:00 – Introduction to Agentic AI Course
00:01:18 – Generative AI vs Agentic AI
00:10:57 – What is a Generative AI System?
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01:41:50 – Agentic AI Design Patterns
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This is my solution to lrCostFunction.m function in Programming assignment 3 from the famous Machine Learning course by Andrew Ng.

Github: https://github.com/AladdinPerz....on/Courses/tree/mast

In this video we go through how to perform data augmentation on your dataset and show two ways of doing it. The primary method is by first having a TF Dataset and applying a map augment function that is applied to each image. The second method (on newer versions of TF 2.3.0) you can make it part of your model.

Links mentioned for docs mentioned in video:
https://www.tensorflow.org/api...._docs/python/tf/imag
https://www.tensorflow.org/api...._docs/python/tf/kera

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Welcome to part 3 of the sockets tutorial with Python. We've learned how to send and receive string data via sockets, and now I want to talk about is pickles. Not the food, but the serialization technique in Python.

Text-based tutorial and sample code: https://pythonprogramming.net/....pickle-objects-socke

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After the Great Protector dropped Shang-Chi off by the Dark Gates, Shang-Chi found his father and approached him. During their duel, Shang-Chi gets the upper hand and causes Wenwu to lose control of his rings. Shang-Chi then took possession of the rings and pleaded with his father to just be his father again, giving the rings back to him.

© 2021 Walt Disney Studios Motion Pictures.

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"Shiv Kapoor (Abhishek Bachchan) and Pooja (Karisma Kapoor) are looking for a job. They happen to be interviewed the same day in the same company and both are equally qualified for the job. However, Pooja manages to fool Shiv to get the job. Eventually, he also gets job in the same company and soon both fall in love and get married. However, sparks fly after marriage and Pooja comes to know about Shiv's post-marriage one night stand with his college friend Meghana. She asks for a divorce straight away and leaves him. Then she gets a job as secretary of film star Raj Malhotra. He starts liking her and both decide to get married. Twist arrives as one fine day both come across Shiv and Raj gets to know that Pooja still loves Shiv. What happens next? Will Shiv and Pooja reunite? Watch the movie.

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Torch is another great library for developing Deep Learning applications. Several useful libraries extend its codebase, all of which are backed by an active community.

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Torch is a LuaJIT library that was developed by Ronan Collobert and Soumith Chintala of Facebook, Clement Farabet of Twitter, and Koray Kavukcuoglu of Google DeepMind. With Torch, you can configure a deep net by selecting options for certain hyper-parameters, and then you can access the deep net within your code.

Several libraries extend the functionalities offered by Torch. The CUDA library Cutorch provides GPU support. Other libraries like NN, Cephes, DP, and NNgraph provide you the necessary tools to build nearly every kind of deep net.

Have you ever used the Torch library in one of your Deep Learning projects? Please comment and share your experiences.

Credits
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Grokking Deep Learning is a great introduction to Deep Learning.

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Zebra’s Deep Learning OCR Tool on the VS Camera Lineup is an incredible strong algorithm that works great on difficult to read low contrast characters. Setting up a job can be a tedious and time-consuming task, but with Aurora’s intuitive and user-friendly interface, it’s easy to setup, deploy and save time. Learn More: https://bit.ly/3BfJG5V

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- What is the AWS Deep Learning AMI?
- Running the AWS Deep Learning AMI on a GPU instance
- Training a Deep Learning model on a GPU with the MNIST dataset