This Certification involves an in-depth exploration of various Data Science topics and methodologies along with a Capstone project.
Skills Gained: Databases; Data Visualization; Statistical Analysis; Predictive Modeling; Machine Learning Algorithms; Data Mining.
The Competition focused on creating predictive models to anticipate sales for a leading venture, utilizing various test variables. Additionally, It involved performing Exploratory Data Analysis to gain insights into factors affecting sales performance. The final result included providing actionable steps to further enhance overall sales within the venture.
The Hackathon revolved around the analysis of data from an Indian cricket league, delving into a decade's worth of information to derive comprehensive insights and predictions. The Analysis primarily involved constructing predictive models to anticipate match outcomes, identifying breakout seasons and predicting potential improvements or declines based on trends in player performance.
Skills Gained: Python Syntax And Semantics; Basic Programming Language; Python Programming
Skills Gained: Foundational Tableau Skills; Data Connection and Preparation; View and Dashboard Design; Advanced Data Analysis Techniques; Content Publishing and Management.
Skills Utilized: Advanced SQL Querying; Database Management; Data Manipulation; Complex Joins; Subqueries; Window Functions; Performance Optimization; Data Analysis; SQL Functions and Procedures; Error Handling.
Skills Gained: Power BI Basics; Data Connection and Export; Data Exploration and Preparation; Data Visualization (Charts, Plots, Maps); Hierarchies and Time Series Analysis; Data Aggregation and Granularity; Interactive Dashboards; Combining Multiple Data Sources; Advanced Custom Visualizations; Trend Analysis and Forecasting; Data Analysis and Presentation Skills.
I have been actively engaged in imparting education to more than 30 underprivileged children, concurrently managing a comprehensive database for the foundation, encompassing details of 200 children and requiring coordination with 50 volunteers. At the outset of my journey, I began by instructing a small group of five students. As my commitment deepened, so did the positive impact. Fast forward four incredible years, and I now play a crucial role in tutoring an entire classroom of 30 learners, actively contributing to their educational and personal development.
Skills Gained: R Programming; R Studio Usage; Core Programming Principles; Vector Creation; Variable Creation; Data Types in R; Loop Construction; Matrix Building and Usage; Matrix Functions (matrix(), rbind(), cbind()); Package Installation; R Studio Customization; Law of Large Numbers; Normal Distribution; Statistical Data Analysis; Financial Data Analysis; Sports Data Analysis.