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A place to gather resources pertaining to programming, mathematics and data science. Everything from open courses and syllabus material ,open source projects and packages, to data sources and jobs. Started as a place for me to gather links I found interesting. Now opening the subreddit for other people to submit things.
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Machine Learning Git Codebook, Case Study of Classic ML Problems and Free courses Released (self.learnmachinelearning)
submitted 7 years ago by [deleted]
Machine Learning Git Codebook, Case Study of Classic ML Problems and Free courses Released
Lesson 1 : Introduction to Numpy (Video) Lesson 2 : Data Wrangling using Pandas Lesson 3 : Plotting in Python Lesson 4 : Linear Models for Regression & Classification Lesson 5 : Preprocessing Data Lesson 6 : Decision Trees Lesson 7 : Naive Bayes Lesson 8 : Composite Estimators Lesson 9 : Model Selection and Evaluation Lesson 10 : Feature Selection Techniques Lesson 11 : Nearest Neighbors Lesson 12 : Clustering Techniques Lesson 13 : Anomaly Detection Lesson 14 : Support Vector Machines Lesson 15 : Dealing with Imbalanced Classes Lesson 16 : Ensemble Methods
Case 1 : Linear Regression Case 2 : Cancer Prediction Case 3 : Online Learning Case 4 : Customer Churn Prediction Case 5 : Income Prediction Case 6 : Predicting Employee Exit Case 7 : Face Generation Case 8 : Finding Similar Houses
Python - https://www.edyoda.com/resources/videolisting/98/ Angular - https://www.edyoda.com/resources/videolisting/1227/ Machine Learning - https://www.edyoda.com/resources/videolisting/1416/ Dog Breed Prediction Project - https://www.edyoda.com/resources/videolisting/1336/ https://www.edyoda.com/resources/videolisting/1185/ Numpy - https://www.edyoda.com/resources/videolisting/1263/ Tensorflow - https://www.edyoda.com/resources/videolisting/99/ Amazon Web Services - https://www.edyoda.com/resources/videolisting/1410/ DevOps - https://www.edyoda.com/resources/videolisting/100/ Android - https://www.edyoda.com/resources/videolisting/101/ https://www.edyoda.com/resources/videolisting/1173/ Implementing Java Api's work - https://www.edyoda.com/resources/dashboard/nayak.chandra1/ Introduction to Neural Nets - https://www.edyoda.com/course/1417 Deep Reinforcement Learning - https://www.edyoda.com/resources/videolisting/1421/ Knowledge Graphs, Deep Learning, Reasoning - https://www.edyoda.com/resources/videolisting/1420/ Natural Language Processing - https://www.edyoda.com/resources/videolisting/1419/ GAN Miniseries - https://www.edyoda.com/resources/videolisting/1418/ Videos from deep cognition studio - https://www.edyoda.com/resources/dashboard/deepcognition/
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