Infallible Kapitsa
About me: A geotechnical, geologist, and mining engineer passionate about data seeks innovative ways to apply data analysis in engineering projects.
Total Score: 107
Homework submissions
Homework 1: Intro and Data Sources
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/748391265179238400/introduction-to-yahoo-finance-python-library?source=share
- https://www.tumblr.com/dataeng/748430541943111680/introduction-to-pandas-datareader?source=share
- https://www.tumblr.com/dataeng/748431629595312128/introduction-to-plotly?source=share
- https://www.tumblr.com/dataeng/748433667707256832/introduction-to-matplotlib?source=share
- https://www.tumblr.com/dataeng/748441544941518848/an-expalanation-about-gdp-inflation-interest?source=share
- https://www.tumblr.com/dataeng/748442072829378560/an-explanation-about-macroeconomics?source=share
- https://www.tumblr.com/dataeng/748472625519575040/homework-introduction-and-data-sources
Homework 2: Working with Data in Pandas
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/749634315858640896/introduction-with-pandas?source=share
- https://www.tumblr.com/dataeng/749635138487566336/viewing-and-understanding-dataframes-using-pandas?source=share
- https://www.tumblr.com/dataeng/749635948338413568/slicing-and-extracting-data-in-pandas?source=share
- https://www.tumblr.com/dataeng/749635988785152000/cleaning-data-using-pandas?source=share
- https://www.tumblr.com/dataeng/749653872013918208/data-analysis-in-pandas?source=share
- https://www.tumblr.com/dataeng/749654374210568192/fundamental-analysis?source=share
- https://www.tumblr.com/dataeng/749654672127688704/technical-analysis-of-stocks?source=share
Homework 3: Modeling for Financial Time Series
Score: 14 = 7 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/750746741319581696/an-introduction-with-machine-learning?source=share
- https://www.tumblr.com/dataeng/750746896594829312/dummy-variable?source=share
- https://www.tumblr.com/dataeng/750747259754397696/categorical-variables?source=share
- https://www.tumblr.com/dataeng/750748110419083264/time-series-analysis-and-forecasting?source=share
- https://www.tumblr.com/dataeng/750748183092723712/time-series-analysis-in-data-science-and-machine?source=share
- https://www.tumblr.com/dataeng/750813295392505856/learning-model-building-in-scikit-learn?source=share
- https://www.tumblr.com/dataeng/750813797141430272/how-to-create-an-arima-model-for-time-series?source=share
Homework 4: Trading Simulation
Score: 14 = 7 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.tumblr.com/dataeng/752820561600741376/trading-strategies?source=share
- https://www.tumblr.com/dataeng/752820792212013056/trading-strategies?source=share
- https://www.tumblr.com/dataeng/752822288004644864/machine-learning-for-trading?source=share
- https://www.tumblr.com/dataeng/752822557613408256/7-applications-of-reinforcement-learning-in?source=share
- https://www.tumblr.com/dataeng/752822978292629504/dummy-variables-in-machine-learning?source=share
- https://www.tumblr.com/dataeng/752823727303065600/temporal-data-splits?source=share
- https://www.tumblr.com/dataeng/752824116499857408/how-to-tune-a-decision-tree-in-hyperparameter?source=share
Project submissions
Project Attempt 1
Project score: 24 Passed
Score: 53 = 24 (project) + 9 (peer review) + 14 (learning in public / project) + 6 (learning in public / peer review) + 0 (FAQ)
Project URL: View project
Learning in public links: Show
- https://www.tumblr.com/dataeng/755616661308063744/leveraging-financial-data-pros-and-cons-of?source=share
- https://www.tumblr.com/dataeng/755616923209891840/etfs-a-beginners-guide-to-exchange-traded-funds?source=share
- https://www.tumblr.com/dataeng/755616980151762944/stocks-vs-etfs-choosing-the-right-investment?source=share
- https://www.tumblr.com/dataeng/755617221790875648/financial-reports-a-decoder-ring-for-stock?source=share
- https://www.tumblr.com/dataeng/755617437766025216/navigating-the-market-essential-components-of?source=share
- https://www.tumblr.com/dataeng/755618732587548672/essential-pandas-commands-for-python?source=share
- https://www.tumblr.com/dataeng/755619566603894784/the-role-of-dummy-data-in-machine-learning?source=share
- https://www.tumblr.com/dataeng/755638646690955264/data-splitting-in-machine-learning?source=share
- https://www.tumblr.com/dataeng/755640017952686080/supervised-machine-learning-an-overview-of?source=share
- https://www.tumblr.com/dataeng/755640484229201920/hyperparameter-tuning-for-optimizing-machine?source=share
- https://www.tumblr.com/dataeng/755642052757389312/understanding-correlation-in-statistics-concepts?source=share
- https://www.tumblr.com/dataeng/755696439311646721/deep-learning-an-introduction-to-algorithms-and?source=share
- https://www.tumblr.com/dataeng/755696544001540096/deep-learning-dl-vs-machine-learning-ml-a?source=share
- https://www.tumblr.com/dataeng/755696706487746560/an-introduction-to-cron-jobs-automating-tasks-in?source=share