GitHub - Codes-Talent/Projects: Projects completed as part of the springboard curriculum

Projects Using Machin Learning and Data-Science

Data Wrangling Projects
- JSON - World Bank Data Set
- SQL
- Quandl API Data
Statistical Methods for Data Analysis
- Frequentist inference
- Bootstrap inference
- Bayesian inference
Machine Learning
- Linear Regression - Predicting House Prices using Boston Housing Data
- Heights and weights using Logistic Regression
- Predictive movie ratings from reviews using naive bayes
- Customer segmentation using clustering
Spark & PySpark
- Spark Mini-Project: Databricks edition
- Map Reduce with Spark
Take Home Challenges
- Ultimate - Ride Sharing App Driver Retention
- Relax - Product Adoption Rate

Name		Name	Last commit message	Last commit date
Latest commit History 127 Commits
Data Science		Data Science
Data Wrangling		Data Wrangling
Playstore analysis		Playstore analysis
Recommender system/code		Recommender system/code
Statistics data		Statistics data
ml		ml
Mini_Project_Clustering (Complete).ipynb		Mini_Project_Clustering (Complete).ipynb
Mini_Project_Naive_Bayes (Complete).ipynb		Mini_Project_Naive_Bayes (Complete).ipynb
README.md		README.md
Relax_Challenge_Code.ipynb		Relax_Challenge_Code.ipynb
Spark DF, SQL, ML Exercise_Solutions.ipynb		Spark DF, SQL, ML Exercise_Solutions.ipynb
Ultimate_Challenge_Solution.ipynb		Ultimate_Challenge_Solution.ipynb
agecalculator.py		agecalculator.py
amzn keepup challenge.ipynb		amzn keepup challenge.ipynb
inferential_statistics_1a-Q6.25.ipynb		inferential_statistics_1a-Q6.25.ipynb
inferential_statistics_1b-Q6.25.ipynb		inferential_statistics_1b-Q6.25.ipynb
inferential_statistics_2-Q.ipynb		inferential_statistics_2-Q.ipynb
inferential_statistics_3-Q.ipynb		inferential_statistics_3-Q.ipynb