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# Title
Introduction To Machine Learning and Deep Learning
**Type**
- [x] Workshop / Hands on
- [ ] Guest Lecture
- [ ] Webinar
**Abstract**
An introductory workshop on Machine Learning whe…
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### Main programming language
Python
### Tutorial title
I have 4 main ones, AI for Stock Sentiment, What is TensorFlow, and how does it work?, LSTM Networks
, and Intro to PyTorch Neural Net…
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**Learning Goals**
1.) Downloading dataset from PlantVillage and doing annotations for segmentation.
2.) Implementing the U-Net architecture from scratch in Tensorflow.
**Exercise Statement**
…
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### Learning Goals
- Create a multi-layer perceptron model from scratch using NumPy
- Understand forward pass, backpropagation and hyperparameter tuning from the ground up
### Exercise Statement
…
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**Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition**
**Key Features**
- Second edition of the bestselling book on Machine Learni…
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**Installation**
https://medium.com/@vivek.yadav/deep-learning-setup-for-ubuntu-16-04-tensorflow-1-2-keras-opencv3-python3-cuda8-and-cudnn5-1-324438dd46f0
**Introduction to Statistics for Data S…
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### Main programming language
Python
### Tutorial title
Neural Networks and Deep Learning
### Tutorial URL
http://neuralnetworksanddeeplearning.com/
### Category
* [ ] 3D Renderer…
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**word2vec**
> from http://xingjunjie.me/2017/08/07/Neural-Networks-from-Scratch/
…
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Add neural network code from scratch using C++
[Hint]: You can take help from the python code. Your code should do the same thing as neuralNetwork0.py in cpp
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