This is a list of projects completed by Hui Zhang at Springboard Data Science Career Track.
Unit 4.3.2_London_Housing https://github.com/tsar1987/Springboard/blob/master/Unit%204.3.2_London_Housing.ipynb
Unit 7.2.5_Api_Data_Wrangling https://github.com/tsar1987/Springboard/blob/master/Unit%207.2.5_Api_Data_Wrangling.ipynb
Unit 8.2.4_SQL_Tasks_Soccer_Clubs https://github.com/tsar1987/Springboard/blob/master/Unit%208.2.4_SQL_Tasks_Soccer_Clubs.sql
Unit 8.2.5_Big_Query_Joins_and_Unions.ipynb https://github.com/tsar1987/Springboard/blob/master/Unit%208.2.5_Big_Query_Joins_and_Unions.ipynb
Unit 8.3.3_SQL_Tasks_Country_Club.sql https://github.com/tsar1987/Springboard/blob/master/Unit%208.3.3_SQL_Tasks_Country_Club.sql
Unit 11.1.3_Frequentist_Inference_PartA https://github.com/tsar1987/Springboard/blob/master/Unit%2011.1.3_Frequentist_Inference_Part%20A%20.ipynb
Unit 11.1.4_Frequentist_Inference_PartB https://github.com/tsar1987/Springboard/blob/master/Unit%2011.1.4_Frequentist_Inference_Part%20B.ipynb
https://github.com/tsar1987/Springboard/blob/master/Unit%2011.3.2_Apps_Project.ipynb
Unit 11.4.1_Linear_Regression https://github.com/tsar1987/Springboard/blob/master/Unit%2011.4.1_Linear_Regression.ipynb
Unit 14.2.11_Logistic_Regression https://github.com/tsar1987/Springboard/blob/master/Unit%2014.2.11_Logistic_Regression.ipynb
Unit 14.3.5_Decision_Tree https://github.com/tsar1987/Springboard/blob/master/Unit%2014.3.5_Decision_Tree.ipynb
Unit 14.4.4_Random_Forest https://github.com/tsar1987/Springboard/blob/master/Unit%2014.4.4_Random_Forest.ipynb
Unit 14.5.6_Gradient_Boosting https://github.com/tsar1987/Springboard/blob/master/Unit%2014.5.6_Gradient_Boosting.ipynb
Unit 15.2.2_Euclidean_Manhattan_Distance https://github.com/tsar1987/Springboard/blob/master/Unit%2015.2.2_Euclidean_and_Manhattan_Distances.ipynb
Unit 15.5.2_Cosine_Similarity_Case_Study https://github.com/tsar1987/Springboard/blob/master/Unit%2015.5.2_Cosine_Similarity_Case_Study.ipynb
Unit 15.6.3_Clustering Case Study-Customer Segmentation with K-Means-Tier 3.ipynb https://github.com/tsar1987/Springboard/blob/master/Unit%2015.6.3_Clustering%20Case%20Study-Customer%20Segmentation%20with%20K-Means-Tier%203.ipynb
Unit 18.2.4_GridSearch_KNN_Case_Study.ipynb https://github.com/tsar1987/Springboard/blob/master/Unit%2018.2.4_GridSearch_KNN_Case_Study.ipynb
Unit 18.2.6_Bayesian_Optimization_Case_Study.ipynb https://github.com/tsar1987/Springboard/blob/master/Unit%2018.2.6_Bayesian_Optimization_Case_Study.ipynb
Unit 21.1.2_Cowboy_Cigarettes_Case_Study-Tier 3.ipynb https://github.com/tsar1987/Springboard/blob/master/Unit%2021.1.2_Cowboy_Cigarettes_Case_Study-Tier%203.ipynb