How to Code the VGGNet Convolutional Neural Network Architecture from Scratch in TensorFlow / Keras
22
Sep

How to Code the VGGNet Convolutional Neural Network Architecture from Scratch in TensorFlow / Keras

architecture

How to Code the VGGNet Convolutional Neural Network Architecture from Scratch in TensorFlow / Keras





The Colab Notebook: https://colab.research.google.com/drive/1cKq2ptrd8sZ0yxKDaWln67qskD0qcFoi?usp=sharing

My video on implementing AlexNet that better explains the data / model training parts: https://youtu.be/c2kKFSkAF10

Timeline
0:00 Start
6:09 Model Code
17:25 End

Roadmap to Become a Data Scientist / Machine Learning Engineer in 2022: https://youtu.be/lHKlCqx94OY

Roadmap to Become a Data Analyst in 2022: https://youtu.be/024KMhTKlVs

Roadmap to Become a Data Engineer in 2022: https://youtu.be/ztGB-__Yg7w

Here’s my favourite resources:

Best Courses for Analytics:
———————————————————————————————————
+ IBM Data Science (Python): https://bit.ly/3Rn00ZA
+ Google Analytics (R): https://bit.ly/3cPikLQ
+ SQL Basics: https://bit.ly/3Bd9nFu

Best Courses for Programming:
———————————————————————————————————
+ Data Science in R: https://bit.ly/3RhvfFp
+ Python for Everybody: https://bit.ly/3ARQ1Ei
+ Data Structures & Algorithms: https://bit.ly/3CYR6wR

Best Courses for Machine Learning:
———————————————————————————————————
+ Math Prerequisites: https://bit.ly/3ASUtTi
+ Machine Learning: https://bit.ly/3d1QATT
+ Deep Learning: https://bit.ly/3KPfint
+ ML Ops: https://bit.ly/3AWRrxE

Best Courses for Statistics:
———————————————————————————————————
+ Introduction to Statistics: https://bit.ly/3QkEgvM
+ Statistics with Python: https://bit.ly/3BfwejF
+ Statistics with R: https://bit.ly/3QkicBJ

Best Courses for Big Data:
———————————————————————————————————
+ Google Cloud Data Engineering: https://bit.ly/3RjHJw6
+ AWS Data Science: https://bit.ly/3TKnoBS
+ Big Data Specialization: https://bit.ly/3ANqSut

More Courses:
———————————————————————————————————
+ Tableau: https://bit.ly/3q966AN
+ Excel: https://bit.ly/3RBxind

+ Computer Vision: https://bit.ly/3esxVS5
+ Natural Language Processing: https://bit.ly/3edXAgW

+ IBM Dev Ops: https://bit.ly/3RlVKt2
+ IBM Full Stack Cloud: https://bit.ly/3x0pOm6
+ Object Oriented Programming (Java): https://bit.ly/3Bfjn0K

+ TensorFlow Advanced Techniques: https://bit.ly/3BePQV2
+ TensorFlow Data and Deployment: https://bit.ly/3BbC5Xb
+ Generative Adversarial Networks / GANs (PyTorch): https://bit.ly/3RHQiRj

Become a Member of the Channel! https://bit.ly/3oOMrVH
Follow me on LinkedIn! https://www.linkedin.com/in/greghogg/

Full Disclosure:
Please note that I may earn a commission for purchases made at the above sites! I strongly believe in the material provided; I only recommend what I truly think is great. If you do choose to make purchases through these links; thank you for supporting the channel, it helps me make more free content like this!

Di Art

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