A Data Science Odyssey

Embark on a Journey of Data Exploration, Analysis, and Visualization

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Bhagyashree Bhat

Data Scientist, Machine Learning Student & Physist

bshreeks@gmail.com

linkedin.com/in/bhagyashreeks

github.com/bshreeks/

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Hi, I am Shree, Physisist by qualification. After taking a career break to raise my family, I’ve embarked on a new journey into the world of data science. I started by learning Python for scientific analysis and explored data science through platforms like ‘udemy’, ‘dataquest’. Additionally, I delved deeper into Python using resources like ‘Python Programming: An Introduction to Computer Science’ by John Zelle and ‘Python for Data Analysis’ by Wes McKinney. Currently, I’m immersing myself in ‘Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow’ by Aurélien Géron. Data Science has significantly enriched my professional career, keeping my aspirations alive. I find great enjoyment in coding, problem-solving, and working on various projects. Below, I present my certificates, solutions to coding challenges, and projects I've completed.
Life Beyond Code:
  • Mindful Beginnings: I start each day with 10 minutes of mindful meditation to center myself and set a positive tone for the day.
  • Avid Reader: I have a passion for reading and enjoy immersing myself in a wide range of books.
  • Community Volunteer: Every week, I dedicate time to volunteer at Redmond Elementary, assisting teachers and helping to support the community.
  • Fitness Enthusiast: I love staying active through pilates, hiking, and yoga, which keep me physically fit and mentally refreshed.

Education

PhD in Physics Indian Institute of Science, Bangalore,India 2016 Degree Certificate

Courses

Data Scientist in Python Dataquest Present Certificate of Completion

Skills

Python NumPy & Pandas Matplotlib & Seaborn
SQL SciPy Scikit-learn

Projects

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Python

Introductory Python for DataScience (Lists, Dictionary, Functions, Frequency Table, Tuple, Sets)
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Profitable App Profiles for the Apple Store and Google Play Markets
Intermediate Python for DataScience (Data Cleaning, Basic Data Analysis, OOP, Dates & Times)
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Exploring Hacker News Ask & HN Posts Votes & Comments

Data Analysis & Visualization

Introduction to Pandas and Numpy for Data Analysis (Numpy, Pandas, Data Exploration and Data Cleaning with Pandas)
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Exploring ebay Car Sales Data from eBay Kelenanzeigen
Introduction to Data Visualization in Python (Data Visualization with Python and Pandas, Time Series, Correlations, Relational Plots)
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Finding Heavy Westbound Traffic Indicators on I-94 Interstate Highway
Storytelling Using Data Visualization & Information (Information Design Principle, Story Telling Data Visualization, Gestalt Principles, Matplotlib Styles)
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Storytelling Data Visualization on Exchange Rates Between Euro & Other Currencies
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Data Cleaning

Data Cleaning & Analysis in Python Data Aggregation, Combining Data, Transforming Data
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Analysing Employee Exit Survey
Advanced Data Cleaning in Python Basic & Advanced Regular Expressions, List Comprehension & Lambda Function, Working with Missing Data, Data Cleaning Project Walkthrough - Combining, Analysing & visualizing Data
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Analysing NYC High School Data
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Star War Survey
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Data Sources (SQL)

SQL Fundamentals (Basic Concepts, Summary Statistics, Group Summary Statistics, Subqueries)
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Analysing CIA Factbook Data


Python Programming

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Python Programming: An Introduction to Computer Science by John Zelle

In this project I have organized solutions to programming exercises into separate sections, each corresponding to individual chapters of the textbook.