From 8fa573ed4f54d6dcfc9f61165f5c28231a1c7c26 Mon Sep 17 00:00:00 2001 From: Paul Isaris Date: Sun, 8 Mar 2020 18:31:55 +0200 Subject: [PATCH] Added course exercises and assignments links --- README.md | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index c08adb9..f3eded2 100644 --- a/README.md +++ b/README.md @@ -29,32 +29,32 @@ By the end of this course, you will be able to:
- Getting started with Python, Jupyter Notebook & Turi Create - Getting started with SFrames for data engineering and analysis - Week 1 Exercises:
- - [Course examples]() - - [Getting started with SFrames assignment]() + - [Course examples](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week1-Getting-started-with-Sframes/Class-examples.ipynb) + - [Getting started with SFrames assignment](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week1-Getting-started-with-Sframes/Getting-started-with-SFrames.ipynb) - ## Week 2 - Regression - Linear regression modeling - Evaluating regression models - Summary of regression - Week 2 Exercises:
- - [Course examples - Predicting House Prices]() - - [Predicting House Prices assignment]() + - [Course examples - Predicting House Prices](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week2-Linear-regression/Class-examples.ipynb) + - [Predicting House Prices assignment](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week2-Linear-regression/Predicting-house-prices.ipynb) - ## Week 3 Classification: Analyzing Sentiment - Classification modeling - Evaluating classification models - Summary of classification - Week 3 Exercises:
- - [Course examples - Analyzing sentiment]() - - [Analyzing sentiment assignment]() + - [Course examples - Analyzing sentiment](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week3-Classification-modeling/Class-examples.ipynb) + - [Analyzing sentiment assignment](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week3-Classification-modeling/Analyzing-product-sentiment.ipynb) - ## Week 4 - Clustering and Similarity: Retrieving Documents - Algorithms for retrieval and measuring similarity of documents - Clustering models and algorithms - Summary of clustering and similarity - Week 4 Exercises:
- - [Course examples - Document retrieval]() - - [Retrieving Wikipedia articles assignment]() + - [Course examples - Document retrieval](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week4-Clustering-and-Similarity/Class-examples.ipynb) + - [Retrieving Wikipedia articles assignment](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week4-Clustering-and-Similarity/Retrieving-Wikipedia-articles-assignment.ipynb) - ## Week 5 - Recommender systems @@ -64,13 +64,13 @@ By the end of this course, you will be able to:
- Performance metrics for recommender systems - Summary of recommender systems - Week 5 Exercises:
- - [Course examples - Song recommender system]() - - [Recommending Songs assignment]() + - [Course examples - Song recommender system](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week5-Recommender-systems/Class-examples.ipynb) + - [Recommending Songs assignment](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week5-Recommender-systems/Recommending-songs.ipynb) - ## Week 6 - Deep Learning - Neural networks: Learning very non-linear features - Deep learning & deep features - Summary of deep learning - Week 6 Exercises:
- - [Course examples - Deep features for image classification]() - - [Deep features for image retrieval assignment]() + - [Course examples - Deep features for image classification](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week6-Neural-Networks/Class-examples-deep-learning.ipynb) + - [Deep features for image retrieval assignment](https://github.com/PavlosIsaris/Coursera-Machine-Learning-Foundations-A-Case-Study-Approach/blob/master/course-exercises/week6-Neural-Networks/Retrieving-Images-exercise.ipynb)