Complete 2022 Data Science & Machine Learning Bootcamp

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Overview

Learn Python, Tensorflow, Deep Learning, Regression, Classification, Neural Networks, Artificial Intelligence & more! What you'll learn: You will learn how to program using Python through practical projectsUse data science algorithms to analyse data in real life projects such as spam classification and image recognitionBuild a portfolio of data science projects to apply for jobs in the industryUnderstand how to use the latest tools in data science, including Tensorflow, Matplotlib, Numpy and many moreCreate your own neural networks and understand...

Syllabus

Introduction to the Course
Predict Movie Box Office Revenue with Linear Regression
Python Programming for Data Science and Machine Learning
Introduction to Optimisation and the Gradient Descent Algorithm
Predict House Prices with Multivariable Linear Regression
Pre-Process Text Data for a Naive Bayes Classifier to Filter Spam Emails: Part 1
Train a Naive Bayes Classifier to Create a Spam Filter: Part 2
Test and Evaluate a Naive Bayes Classifier: Part 3
Introduction to Neural Networks and How to Use Pre-Trained Models
Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow