Anvitha Chaluvadi's repositories
Cash-App-Case-Study_Module1Challenge
This assignment will challenge me to polish my fintech research skills by accessing reports, publications, and online resources that fintech professionals use to evaluate the industry. It will also help me situate the techniques and technologies that I will use in this course within the real world of global fintech.
AnvithaChaluvadi
Config files for my GitHub profile.
Credit-Risk_Module12Challenge
I will use various techniques to train and evaluate models with imbalanced classes.
Crypto-Clustering_Module10Challenge
I am creating a prototype for submitting my crypto portfolio proposal to the company board of directors.
Financial-Planning_Module5Challenge
I’ll be creating two financial analysis tools with a single Jupyter notebook: A financial planner for emergencies and retirement.
Food-Truck-Business-Idea_IS320_Project
My team brainstormed and developed a business idea, wrote a partial business plan, developed a marketing strategy and designed and developed an Access database. This was created in Summer 2022.
Forecasting-Net-Prophet_Module11Challenge
I will create a Jupyter notebook encompassing the data preparation, analysis, and visualizations required to provide the company with a comprehensive understanding of all relevant time series data.
Housing-Analysis_Module6Challenge
In this assignment, I'll use numerical/visual aggregation, interactive visualizations, widgets, and explore the geospatial relationships in the data by using interactive visualizations with hvPlot and GeoViews.
Identifying-Fraud_Module7Challenge
I will apply my new SQL skills to analyze historical credit card transactions and consumption patterns in order to identify possible fraudulent transactions.
Krypto-Jobs_Module19Challenge
I will incorporate Ethereum transaction functions into the KryptoJobs2Go application. Then, I will proceed to sign and execute a payment transaction using the integrated functions. Finally, I will inspect the transaction details within Ganache to verify its successful execution.
Loan-Decision-Tool_Project2
Our tool leverages machine learning models to aid lenders in making informed decisions, ensuring borrowers achieve their goals without encountering financial strain. By assessing borrowing capacity, we mitigate risks and facilitate successful lending outcomes.
M4.1_Class1Activity_StudentPortfolioPlanner
Learning how to analyze correlations between stocks, calculate rolling statistics and beta of stocks, optimize a portfolio, and compare portfolio performance.
Personal-Finance-Management-Tool_Project1
A way to both track your spending as well as set savings goals (incorporates data analysis and financial decision making).
Python-Challenge_Module2Challenge
In this assignment, I will apply the concepts I have learned to complete the required PyBank Python activity and, if I wish to stretch my skills even further, the optional PyRamen Python activity. Both activities present a real-world situation in which my newfound Python skills will come in handy.
Whale-Analysis_Module4Challenge
In this assignment, I'll get to use what I've learned this week to evaluate the performance among various algorithmic, hedge, and mutual fund portfolios and compare them against the S&P 500 Index.
Joint-Savings_Module20Challenge
I will create a Solidity smart contract to manage joint savings accounts for two users, facilitating shared control and enabling both deposits and withdrawals.
Machine-Learning-Trading-Bot_Module14Challenge
I'm combining my new algorithmic trading skills with my existing expertise in financial Python programming and machine learning to build an algorithmic trading bot. This bot will learn from new data and changing market conditions, continuously adapting to improve its trading strategies.
PyChain-Ledger_Module18Challenge
I'll be combining my newly acquired skills in algorithmic trading with my expertise in financial Python programming and machine learning. Together, I'll develop an algorithmic trading bot capable of learning from new data and adjusting to changing market conditions.
Venture-Funding_Module13Challenge
To forecast the success of Alphabet Soup funding applicants, I will develop a binary classification model utilizing a deep neural network.