This Repo has all the codes for my YouTube Channel

Author: Rohan Paul

Find me here..

• 🐦 TWITTER: https://twitter.com/paulr_rohan
• ​👨‍🔧​ Kaggle: https://www.kaggle.com/paulrohan2020
• 👨🏻‍💼 LINKEDIN: https://www.linkedin.com/in/rohan-paul-b27285129/
• 👨‍💻 GITHUB: https://github.com/rohan-paul
• 🦾🤖: My Website and Blog: https://rohan-paul-ai.netlify.app/
• 🧑‍🦰 Facebook Page: https://www.facebook.com/Computer-Vision-with-Rohan-Paul-109348958325690
• 📸 Instagram: https://www.instagram.com/rohan_paul_2020/

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Computer Vision and related Algorithms

• 38. DCGAN's Generator Function - Understanding Filter Size and Input Shape

• 37. Deep Neural Network with PyTorch - FMNIST-Dataset

• 36. Why We Scale images for Neural Network

• 16. DCGAN from Scratch with Tensorflow Keras - Create Fake Images from CELEB-A Dataset

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Image Processing, Image Augmentation and OpenCV

• 40. Image Augmentation with Albumentation - Kaggle TensorFlow Great Barrier Reef Dataset

• 31. Understanding Shi-Tomasi Corner Detection Algorithm with OpenCV and Python

• 30. Understanding Harris Corner Detection Algorithm with OpenCV Python

• 29. Python Image Processing - Grayscale Conversion and Brightness Increase from Scratch Python

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Computer Vision Paper Discussion

• 26 𝗣𝗮𝗽𝗲𝗿 𝗘𝘅𝗽𝗹𝗮𝗶𝗻𝗲𝗱 - 𝗘𝘆𝗲𝘀 𝗧𝗲𝗹𝗹 𝗔𝗹𝗹 - 𝗗𝗲𝘁𝗲𝗰𝘁 𝗙𝗮𝗸𝗲 𝗔𝗜 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗳𝗮𝗰𝗲𝘀 ( 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 / 𝗚𝗔𝗡𝘀 )

• 14. GFP GAN Paper with Python code to restore resolution of old Photos

Tensorflow

• 15 Keras Custom Layers and Fundamental Building Blocks For Training Model

• 11. Tensorflow Mixed Precision Training - CIFAR10 dataset Implementation

• 8. Tensorflow Fundamentals in 45 minutes

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Kaggle Competitions / Data Science Project

• 22. Predict Transaction Value of Bank Customer - Kaggle Santander Challenge.

• 17. Kaggle - Microsoft Malware Detection-BIG 2015.

• 7. Kaggle - Gravitational Wave Detection EDA and Baseline Keras Model

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Neural Network

• 9. Chain Rule Math in Backpropagation

• 13. Neural Network Implementation From Scratch in Python

• 41. Understanding the Mathematics of Gram Matrix and Why its needed for Neural Style Transfer

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Python_Challenges

• 12. Codewars Python Solution - 6kyu - Format words into Sentence

• 10. High Precision Timestamp in Python

• 6. Find Prime Factors of a Number in Python

• 4. Useful Python Script - remove special character from files and folder names

• 2. Python - Replace string in File and Directory names recursively

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Stock Market / Crypto / Trading / Finance

• 28. Bitcoin Price Prediction with LSTM (Tensorflow and Keras)- PART-2

• 25. Bitcoin Price Prediction with LSTM (Tensorflow and Keras)- PART-1

• 24. Get BitCoin and other Cryptocurrency Historic Data For Free with Python

• 23 Extract Stock Market Data with yfinance for free and Tesla Stock Prediction

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Statistics

• 5. Bayes Theorem in Probability implementation - simple Data Science Interview question

• 3. Probability Density Function for Discrete and Continuous Random Variable in context of Data Science

• 1. Standard Deviation in Python, Numpy and Pandas

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