The projects I completed while enrolled in Zero to Mastery's TensorFlow Developer Certificate in 2023: Zero to Mastery.
This course made me take a deep dive into the machine learning algorithms TensorFlow has to offer.
Some of the areas I explored are regression, classification, transfer learning, natural language processing, and time series fundamentals. These areas required a variety of neural networks and techniques to optimize them.
Training data test samples with the fashion NMIST dataset
Finding the ideal learning rate of a Keras sequential model for neural network classification
Using a custom pre-trained EfficientNet model with feature extraction and fine-tuning to predict test images of tasty food
Visually inspecting the neural network architecture of our tribrid embedding model for natural language processing
Graphing a rough prediction of the future price of bitcoin using time series forecasting
You can find my certificate here: https://www.udemy.com/certificate/UC-755a9a4b-65ec-4741-a86a-808ef0e28191/