My LinkedIn profile: https://www.linkedin.com/in/chinmaya-kaundanya-305b51150/
| Days | Topic | Post Link |
|---|---|---|
| 1 | Pixel- a building block | https://bit.ly/3FWE2Xw |
| 2 | Image Representation | https://bit.ly/32SCGi5 |
| 3 | Image Preprocessing | https://bit.ly/3qRn7iz |
| 4 | How machines learn images | https://bit.ly/3JLjB2e |
| 5 | Challenges in Image Classification | https://bit.ly/31x8fgM |
| 6 | Supervised Learning of images | https://bit.ly/3n3eW1w |
| 7 | Unsupervised and Semi-supervised Learning of images | https://bit.ly/3rdcIxT |
| 8 | Why ML based Image Classification approach | https://bit.ly/3qm2dJI |
| 9 | The 'deep' in Deep Learning | https://bit.ly/3njje5n |
| 10 | Constructing a Deep Learning model | https://bit.ly/31Tu8ao |
| 11 | Traditional vs Deep Learning Approach | https://bit.ly/3qhMETe |
| 12 | Learning Mechanism in ANN | https://bit.ly/3AYdqUx |
| 13 | What makes Deep Learning different | https://bit.ly/3oawGZD |
| 14 | Datasets for Image Classification (Part 1) | https://bit.ly/34l0yLA |
| 15 | Datasets for Image Classification (Part 2) | https://bit.ly/3Gdv5sb |
| 16 | ImageNet and ILSVRC | https://bit.ly/3Hh9a4u |
| 17 | 'Hello World' of Image Classification (Part 1) | https://bit.ly/3KZfTlS |
| 18 | 'Hello World' of Image Classification (Part 2) | https://bit.ly/3AHQMzo |
| 19 | 'Hello World' of Image Classification (Part 3) | https://bit.ly/3KUAUhM |
| 20 | Is DL always necessary for Image Classification? | https://bit.ly/33Wu22U |
| 21 | Hyperparameters of KNN for Image Classification | https://bit.ly/3HeIRfB |
| 22 | Thoughts on KNN for Image Classification | https://bit.ly/3IPmeyt |
| 23 | Data as Tensors (Part 1) | https://bit.ly/3ISrwJs |
| 24 | Data as Tensors (Part 2) | https://bit.ly/32MCCk4 |
| 25 | Representation of real-world data as Tensors (Images) | https://bit.ly/3HiqzK8 |
| 26 | Representation of real-world data as Tensors (Videos) | https://bit.ly/34fo64F |
| 27 | Tensor operations (Element-wise) | https://bit.ly/3rcACL8 |
| 28 | Tensor operations (Broadcasting) | https://bit.ly/3KSA6dc |
| 29 | Tensor operations (Reshaping) | https://bit.ly/3u8Y6mx |
| 30 | Tensor operations (Tensor product) | https://bit.ly/3KWlsSg |
Thank you for reading 😃 let me know your thoughts or suggestions! 📝