GCP-Certification-Professional-Machine-Learning-Engineer

Notes For Reference

1. https://www.youtube.com/watch?v=pX4P6uG1Cu

2. https://medium.com/agileinsider/creating-a-data-strategy-for-machine-learning-as-a-product-manager-b56b7890ecf7

3. https://blog.acolyer.org/2019/06/05/data-validation-for-machine-learning/

4. https://www.linkedin.com/pulse/4-stages-machine-learning-ml-modeling-cycle-maurice-chang/

1. https://towardsdatascience.com/giving-vertex-ai-the-new-unified-ml-platform-on-google-cloud-a-spin-35e0f3852f25

2. https://analyticsindiamag.com/everything-you-need-to-know-about-googles-vertex-ai/

3. https://www.youtube.com/watch?v=gT4qqHMiEpA

4. https://medium.com/thelaunchpad/the-ml-surprise-f54706361a6c

5. https://towardsdatascience.com/developing-and-deploying-a-machine-learning-model-on-vertex-ai-using-python-865b535814f8

6. https://cloud.google.com/blog/topics/developers-practitioners/new-ml-learning-path-vertex-ai

7. https://www.youtube.com/watch?v=EE2meHG_rDk

8. https://medium.com/hackher413/10-methods-of-inclusive-machine-learning-34ad08748caf

9. https://www.thinkwithgoogle.com/feature/ml-fairness-for-marketers/

10. https://cloud.google.com/inclusive-ml

1. https://towardsdatascience.com/hitchhikers-guide-to-exploratory-data-analysis-6e8d896d3f7e

2. https://towardsdatascience.com/what-the-hell-is-perceptron-626217814f53

3. https://www.geeksforgeeks.org/calibration-curves/

4. https://www.neuraldesigner.com/blog/perceptron-the-main-component-of-neural-networks

5. https://www.simplilearn.com/tutorials/deep-learning-tutorial/perceptron#:~:text=A%20perceptron%20is%20a%20neural,on%20the%20original%20MCP%20neuron.

6. https://towardsdatascience.com/machine-learning-for-beginners-an-introduction-to-neural-networks-d49f22d238f9

7. https://data-notes.co/a-gentle-introduction-to-neural-networks-for-machine-learning-d5f3f8987786