📢Tensorflow developer certification practice

First 2 Month follow this courses:

1. https://www.udemy.com/course/tensorflow-developer-certificate-machine-learning-zero-to-mastery
2. https://www.coursera.org/professional-certificates/tensorflow-in-practice
3. Book:
   • deep learning with python (francois chollet)
   • Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems (Aurelien Geron)

Final Practice of tensorflow framework with problems:

And additional best resource:

23/10/23

0. Pycharm and environment setup

24/10/23

1. fundamental Operation of tensorflow
2. Linear and logistic regressin using tensorflow

3. Binary Image classification

   • Add the layer and increases training epocs
   • Handling of overfiting Model
   • Augmentation
   • Evaluation

25/10/23

4. Multiclass Image classification
   • Preprocessing
   • Augmentation
   • Build model
   • Evaluation
   • save the model
5. Transfer learning
   • Feature extraction
   • Finetuning
   • scaling up the model
   • prediction
6. Multiclass image classification - Food101.py (All in one)

26/10/23

7. Natural language processing
   • Basics
   • Model developement and prediction
8. Time series forecasting
   • Basics
   • Building model and prediction

27/10/23

10. Exam Date

🤩👉 Finally accomplished!

🤩Happy Learning🤩