PadhAI Course Save
Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs
PadhAI - A Deep Learning Course
This is the repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs
Course Instructors:
- Mitesh Khapra (https://www.cse.iitm.ac.in/~miteshk/)
- Pratyush Kumar (http://www.cse.iitm.ac.in/~pratyush/)
Deep Learning Certificate
Course List
1. DL#101 - Getting Started
completed on: 29/10/2019
certificate:
colab-notebooks:
2. DL#102 - Primitive Neurons
completed on: 29/10/2019
certificate:
colab-notebooks:
3. DL#103 - Sigmoid Neuron
completed on: 24/11/2019
certificate:
colab-notebooks:
4. DL#104 - Feedforward Neural Networks
completed on: 25/11/2019
certificate:
colab-notebooks:
5. DL#105 - Training Feedforward Neural Networks
completed on: 10/12/2019
certificate:
colab-notebooks:
6. DL#106 - Optimization Algorithms
completed on: 12/12/2019
certificate:
colab-notebooks:
- 10_GDAlgorithms.ipynb
- 11_VectorizedGDAlgorithms.ipynb
- 12_InitializationActivationFunction.ipynb
- 13_OverfittingAndRegularization.ipynb
7. DL#107 - Introduction to PyTorch
completed on: 23/12/2019
certificate:
colab-notebooks:
8. DL#108 - Convolutional Neural Networks
completed on: 26/12/2019
certificate:
colab-notebooks:
9. DL#109 - Deep Convolutional Neural Networks
completed on: 30/12/2019
certificate:
colab-notebooks:
- 17_LargeCNNs.ipynb
- 18_CNNVisualization.ipynb
- 19_BatchNorm_Dropout.ipynb
- 20_HyperparameterTuning_MLFlow.ipynb
10. DL#110 - Sequence Models
completed on: 01/01/2020
certificate:
colab-notebooks:
11. DL#111 - Encoder Decoder Models
completed on: 01/01/2020
certificate:
colab-notebooks:
12. DL#112 - Introduction to Object Detection
completed on: 01/01/2020
certificate:
--
Star History
Open Source Agenda Badge
