Data Science Specialization
This is the list of courses that I have pursued as part of my professional development in the field of data analytics.
Data Science Specialization
Major Projects
- Developing Data Projects
- Mileage predictor App using Regression Models
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MPG Predictor
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- Mileage predictor App using Regression Models
This app is developed using Shiny and using regression models, it predicts the mileage of a car using transmission type, number of cyclinders and weight of the car. The source code for the app is available at Github
- Swiftkey Capstone Project
- Word Predictor App using Text Mining techniques
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Word Predictor
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- Word Predictor App using Text Mining techniques
This app is developed using Shiny and predicts the next word the user is likely to type by using tm and qdap packages. The app is hosted on Shiny website. The source code for the app is available at Github
Presentations (using rpubs and slidify)
- Swiftkey Capstone Project
Assignments
Click on the following clicks to view the assignments (developed using R) submitted as part of this course.
- Data Scientists Toolbox
- R Programming
- Getting And Cleaning Data
- Exploratory Data Analysis
- Statistical Research
- Reproducible Research
- Statistical Research
- Developing Data Products
- Machine Learning
- Regression Models
- Swiftkey Capstone Project
Grades
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Data Science Specialization
- Data Scientists Toolbox - Grade Achieved: 98%
- R Programming - Grade Achieved: 100%
- Getting And Cleaning Data - Grade Achieved: 84%
- Exploratory Data Analysis - Grade Achieved: 75%
- Reproducible Research - Grade Achieved: 98%
- Statistical Research - Grade Achieved: 92.8%
- Regression Models - Grade Achieved: 100%
- Machine Learning - Grade Achieved: 100%
- Developing Data Products - Grade Achieved: 99.7%
- Swiftkey Capstone Project