PATHWAY
The Python Predictor
Let's break down the hottest growing field in Python - machine learning. This pathway will cover 3 fun projects teaching you the basics of machine learning and creating models. We'll cover linear regression, logistic regression and Markov chains to predict everything from song lyrics to handwritten digits.
LEVEL
Intermediate
DELIVERABLES
3 Complete Projects
ON COMPLETION
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CURRICULUM
What to Take
1. Recognizing Handwritten Digits with Python
Build a Logistic Regression Model with SKLearn, load and analyze 70,000 digits from the MNIST dataset, and accurately recognize samples!
2. Predicting Stock Prices with Machine Learning
Build a Linear Regression Model with SKLearn, load and analyze Stock Price data, and predict stock prices 30 days in the future!
3. Song Lyrics Generator with Markov Chains
Learn how to build a Flask Application that generates lyrics for any artist by scraping their top songs on Genius and feeding it into a Markov Model!
WHO IS THIS FOR?
This Pathway Is Perfect for You If...
You have some experience with Python and want to take it a step further by learning practical machine learning concepts
You want to harness the power of machine learning in your own projects and need a starting point
You want to learn effective machine learning techniques, implementations, and best practices by building projects
CERTIFICATE
Finished This Pathway?
After you have completed all topics and projects within the pathway, request to get a certificate using the form below.
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