ToDo:
1. Add courses for Reinforcement Learning
2. Artificial Intelligence Search Methods for Problem Solving
- Machine learning
- Udacity machine learning course
veb-101
/ understanding-word-vectors.ipynb
Created
October 29, 2018 12:54
— forked from aparrish/understanding-word-vectors.ipynb
Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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veb-101
/ Courses.md
Last active
May 9, 2020 09:30
List of online courses for Artificial Intelligence Specialization.
- Linear Regression
- A BEGINNERS GUIDE TO REGRESSION TECHNIQUES
- Linear Regression Algorithm | Linear Regression in Python | Machine Learning Algorithm | Edureka - YouTube
- In Depth: Linear Regression | Python Data Science Handbook
- Linear Models - YouTube
- Statistics 101: Linear Regression, The Very Basics - YouTube
- How to Implement Linear Regression From Scratch in Python
- [Linear Regression using Python - Towards Data Science](https://towardsdatascience.com/linear-regression-us
veb-101
/ CRC_basic.py
Last active
November 18, 2019 20:44
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| def crc(msg, div, code="000"): | |
| msg += code | |
| msg = list(msg) | |
| div = list(div) | |
| for i in range(len(msg) - len(code)): | |
| if msg[i] == "1": | |
| for j in range(len(div)): | |
| msg[i+j] = f"{int(msg[i+j]) ^ int(div[j])}" |
-
Numpy
-
Pandas
veb-101
/ Reinforcement learning - Swayam.md
Created
February 12, 2020 18:45
additional material along with weekly lectures
- Week 1: Bandit optimalitiess
- Lecture 1: Epsilon-Greedy & the multiarmed bandit problem | StarAi Deep Reinforcement Learning Course
- The Multi-Armed Bandit Problem and Its Solutions
- (22) The Multi-Armed Bandit Problem and Thompson Sampling - YouTube
- Solving the Multi-Armed Bandit Problem from Scratch in Python
- The Credit Assignment Problem - LessWrong 2.0
- Multi-armed bandit - Wikipedia
veb-101
/ SIH-EfficientNet-Det.md
Last active
March 19, 2020 22:44
- EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
- EfficientNet Explained! - YouTube
- Kaggle Reading Group: EfficientNet | Kaggle - YouTube
- (20) Kaggle Reading Group: EfficientNet (Part 2) | Kaggle - YouTube
- (20) PR-169: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks - YouTube
- (20) PR-217: EfficientDet: Scalable and Efficient Object Detection - YouTube
- EfficientNet: Theory + Code | Learn OpenCV
- How to do Transfer learning with Efficientnet | DLology
- [qubvel/efficientnet: Implementation of Efficie
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veb-101
/ Word Cloud.ipynb
Last active
May 9, 2020 09:44
creating a simple word cloud (logo) in matplotlib
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