Nazia HabibinTowards DevPattern recognition in the Kaggle sleep study — Part 1Kaggle Child Mind Institute sleep study5 min read·Feb 2, 2024----
Nazia HabibinTowards DevMatrix arithmetic with PythonCarrying out matrix arithmetic in Numpy and Pandas4 min read·Oct 18, 2023----
Nazia HabibinTowards DevCalculating derivatives of differentiable functions with GradientTape() in TensorflowUnder the hood of a neural network training loop 4 min read·Oct 13, 2023----
Nazia HabibinTowards DevFeature engineering with Pandas: pattern recognitionUse Pandas to generate aggregate features5 min read·Dec 9, 2022----
Nazia HabibinTowards DevReinforcement learning with multi-armed banditsSolve a stateless reinforcement learning problem3 min read·Aug 8, 2022----
Nazia HabibinTowards DevLinear regression with NumpyCreate a Pandas dataframe and carry out a regression3 min read·Apr 15, 2022----
Nazia HabibinTowards DevGetting started with graphs: Leetcode 1971 and 841Solving graph-based problems with search algorithms6 min read·Mar 13, 2022----
Nazia HabibinTowards DevCreate a data scraper in PythonScrape data from an API in Python using scheduled cron jobs7 min read·Jan 16, 2022--1--1
Nazia HabibinTowards DevFunction approximation with TensorflowFit a polynomial to a set of points or a known function using Tensorflow in Python5 min read·Jan 6, 2022----
Nazia HabibinTowards DevGetting started with PostgreSQL in PythonUse PostgreSQL quickly and easily in your Python applications3 min read·Jan 5, 2022----