/Complete-2020-Data-Science-and-Machine-Learning-Bootcamp

Learn Python, Tensorflow, Deep Learning, Regression, Classification, Neural Networks, Artificial Intelligence & more!

Primary LanguageRoffMIT LicenseMIT

Complete-2020-Data-Science-and-Machine-Learning-Bootcamp

Learn Python, Tensorflow, Deep Learning, Regression, Classification, Neural Networks, Artificial Intelligence & more!

Certifications

Awknowledgements

Course work and notes from Udemy Course by Philipp Muellauer and Dr. Angela Yu.

Section 2: Predict Movie Box Office Revenue with Linear Regression

Section 3: Python Programming for Data Science and Machine Learning

Section 4: Introduction to Optimisation and the Gradient Descent Algorithm

Section 5: Predict House Prices with Multivariable Linear Regression

Section 6: Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails (Part 1)

Section 7: Train a Naive Bayes Classifier to Create a Spam Filter (Part 2)

Section 8: Test and Evaluate a Naive Bayes Classifier (Part 3)

Section 9: Introduction to Neural Networks and How to Use Pre-Trained Models

Section 10: Build an Artificial Neural Network to Recognise Images using Keras and Tensorflow

Section 11: Use Tensorflow to Classify Handwritten Digits

Section 12: Serving a Tensorflow Model through a Website