366DaysofDataScience Catalogue

No	Day	Date	Topic	link_category	Link	lag
1	2	10/11/19	some errors in SQL 2/6	github	https://github.com/viswanathanc/SQL-for-Data-Science	1
2	14	10/23/19	Matplolib – Visualization	kaggle	https://www.kaggle.com/viswanathanc/beginner-to-intermediate-matplotlib-visualizing	12
3	22	10/31/19	Role of EDA in Model Building	kaggle	https://www.kaggle.com/viswanathanc/role-of-eda-in-model-building	19
4	27	11/05/19	Beginner to intermediate matplotlib visualization	kaggle	https://www.kaggle.com/viswanathanc/beginner-to-intermediate-matplotlib-visualizing	23
5	32	11/10/19	bunch to dictionary	github	https://github.com/viswanathanc/basic_python	27
6	33	11/11/19	Stratified sampling	kaggle	https://www.kaggle.com/viswanathanc/stratifiedshufflesplit-working-with-less-data?scriptVersionId=23291002	27
7	33	11/11/19	auto mpg	kaggle	https://www.kaggle.com/viswanathanc/auto-mpg-linear-regression?scriptVersionId=23291592	26
8	47	11/25/19	Feature Selection Methods	github	https://github.com/viswanathanc/basic_python	39
9	55	12/03/19	Question by Question	kaggle	https://www.kaggle.com/viswanathanc/overview-of-datascience-2019	46
10	56	12/04/19	Overview of data science 2019	kaggle	https://www.kaggle.com/viswanathanc/overview-of-datascience-2019	46
11	57	12/05/19	Pivoting SQL table	blog	https://viswa10.blogspot.com/2019/12/pivoting-sql-table.html	46
12	62	12/10/19	One Hot Encoding of Binary Variable	kaggle	https://www.kaggle.com/viswanathanc/ohe-of-binary-variable	50
13	86	01/03/20	P value	github	https://github.com/viswanathanc/statistics/blob/master/P%20value.ipynb	73
14	97	01/14/20	Enhancing the Python Codes	blog	https://viswa10.blogspot.com/2020/01/enhancing-python-codes.html?spref=tw	83
15	99	01/16/20	Visualizing Activation functions	github	https://github.com/viswanathanc/basic_python	84
16	101	01/18/20	Fun with datetime	github	https://github.com/viswanathanc/basic_python/blob/master/Fun%20with%20datetime.ipynb	85
17	102	01/19/20	One Hot Encoding of Binary Variable	kaggle	https://www.kaggle.com/viswanathanc/ohe-of-binary-variable?scriptVersionId=27230786	85
18	102	01/19/20	Stock Market Prediction using Moving Average and Linear Regression	github	https://github.com/viswanathanc/time-series/blob/master/Stock%20Market%20analysis.ipynb	84
19	103	01/20/20	Forest Fire Regression Problem	github	https://github.com/viswanathanc/forest_fire/blob/master/EDA_Forest_Fire.ipynb	84
20	104	01/21/20	Why use CNN instead of normal Feed Forward Network?	blog	https://viswa10.blogspot.com/2020/01/why-use-cnn-instead-of-normal-feed.html?spref=tw	84
21	105	01/22/20	Plotting on map	kaggle	https://www.kaggle.com/viswanathanc/plotting-on-map/	84
22	105	01/22/20	Stock Exchange Predictions	kaggle	https://www.kaggle.com/viswanathanc/time-series-stock-exchange-predictions	83
23	107	01/24/20	List of lists of Open Sources	kaggle	https://www.kaggle.com/general/127412	84
24	107	01/24/20	List of lists of Open Sources Links	kaggle	https://www.kaggle.com/general/127412	83
25	108	01/25/20	Time Series – Stock Price Predictions – Part 1	kaggle	https://www.kaggle.com/viswanathanc/time-series-stock-price-predictions-part-1	83
26	108	01/25/20	Introduction to Time Series Analysis -Part 2	github	https://github.com/viswanathanc/time-series/blob/master/Introduction%20to%20Time%20Series%20Analysis%20-%202.ipynb	82
27	109	01/26/20	Time Series – Stock Price Predictions – Part 2	kaggle	https://www.kaggle.com/viswanathanc/time-series-stock-price-predictions-part-2?scriptVersionId=27650049	82
28	111	01/28/20	Knn regression with k=1	kaggle	https://www.kaggle.com/general/127666#730506	83
29	111	01/28/20	K Nearest Neighbor Algorithm	github	https://github.com/viswanathanc/Machine-Learning-Algorithms/blob/master/K%20Nearest%20Neighbors/K%20Nearest%20Neighbor%20Classification.ipynb	82
30	113	01/30/20	World Cities Dataset	kaggle	https://www.kaggle.com/viswanathanc/world-cities-datasets	83
31	114	01/31/20	Deep Learning (Goodfellow et al) - Chapter 1 review	blog	https://viswa10.blogspot.com/2020/01/deep-learning-goodfellow-et-al-chapter.html	83
32	116	02/02/20	Federated Learning – A solution to Data Privacy	kaggle	https://www.kaggle.com/general/128670	84
33	122	02/08/20	Overview of data science 2019	kaggle	https://www.kaggle.com/viswanathanc/overview-of-datascience-2019?scriptVersionId=28318605	89
34	122	02/08/20	Code Signal – Almost Strictly Increasing	blog	https://viswa10.blogspot.com/2020/02/codesignal-almost-strictly-increasing.html	88
35	123	02/09/20	Chi Square test	github	https://github.com/viswanathanc/statistics/blob/master/Chi%20-%20Square%20test.ipynb	88
36	127	02/13/20	'Module, package, framework and platform	blog	https://viswa10.blogspot.com/2020/02/module-package-framework-and-platform.html	91
37	127	02/13/20	Titanic Chi Square test - PClass vs Survied	github	https://github.com/viswanathanc/statistics/blob/master/Titanic%20Chi%20Square%20test%20-%20PClass%20vs%20Survied.ipynb	90
38	129	02/15/20	SMOTE – Ad’s success	kaggle	https://www.kaggle.com/viswanathanc/smote-ad-s-success	91
39	129	02/15/20	One Hot Encoding – question	kaggle	https://www.kaggle.com/questions-and-answers/130582#746503	90
40	130	02/16/20	Some questions on Data Distribution	kaggle	https://www.kaggle.com/questions-and-answers/130481#747135	90
41	130	02/16/20	Deep Learning (Goodfellow et al) - Chapter 2 review	blog	https://viswa10.blogspot.com/2020/02/deep-learning-goodfellow-et-al-chapter.html	89
42	131	02/17/20	Some Terminologies - Module, Package, Framework, API,..	blog	https://viswa10.blogspot.com/2020/02/module-package-framework-and-platform.html	89