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🌱 I’m currently learning Machine Learning
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📫 How to reach me apoorvtripathi537@gmail.com
| Project Name | Task | Objective | Prominent Techniques / Tools |
|---|---|---|---|
| Airbnb data preprocessing | data cleaning and preprocessing | To load the dataset and clean the data set for performing exploratory data analysis on airbnb data | Basic data preprocessing |
| Keywords from a book | data cleaning and preprocessing | To use a novel as a dataset and display the top frequently occuring words | Basic data preprocessing |
| Sentiment Analysis | Natural Language Processing | Using data from customer reviews to determine the sentiment using three prominent NLP techniques and comparing the efficiency of those techniques | Comparison of prominent NLP techniques |
| BookAI | LLM based web application | Using google's VertexAI api for LLM in a web application, where a user can upload a pdf file and ask questions based on the PDF file uploaded in a voice based interactive environment | Google Cloud Platform, Google API: VertexAI and Text to Speech |
| Doordash Report | Data Visualization | Using PowerBI to display various metrics including sales, inventory, marketing and customer segmentation | PowerBI |
| E-commerce forcasting | Machine Learning, EDA, Feature Engineering | Using an Ecommerce big data and different machine learning models to forcast sales, segment customers and Inventory management, studying the efficiency of different models | Google Cloud Platform, Tableau, Machine Learning Models |
| Project Name | Task |
|---|---|
| SQL 50 | Solve SQL 50 leetcode challenge |
| Project Name | Task |
|---|---|
| Pandas 100 | Solve Pandas 100 leetcode challenge |
| Numpy 100 | Solve Numpy 100 leetcode challenge |
| Plotly and matplotlib | Solve 100 questions on Plotly and matplotlib |
