Data Analysis with Python and R === - [Something about Teacher](https://hackmd.io/@yangeel/rJYKBeWAR) - [Lecture 01. Introduction to Python](/GrHUwOQ-Th65Iujt-j9IuQ) - [Lecture 02. Functions](/hoAj6xwVRT6fe9c6fm-HwA) - [Lecture 03. Some More Things about Lists](/OOUYlkBLRX-FjVuVyY126A) - [Lecture 04. Dictionaries and Sets](/_7fKT2hzSgGwYICymRShkw) - [Lecture 05. NumPy](/o4laKjBCSpaJ7NDci4YtOQ) - [Lecture 06. Maximum Likelihood Estimate](/zPK_3RIzRwOMjYnAYKN01Q) - [Lecture 07. Classification with $k$-Nearest Neighbors](/14L9KcjvQ_q-HqmNb9W9RQ) - [Lecture 08. Pandas](/ZNy9N1rcRXSqBbIjQozHRA) - [Graphs of Functions](/ZlzbZGwATEOQkRCu-pBeMg) - [Lecture 09. Case study: UFO reports](/Sr2HOTHlQ_WytCb0jFmldw) - [Lecture 10. Simple Linear Regression](/X5wtBO-cTo6uCFL0ms3PVA) - [Lecture 11. Multiple Linear Regression](/synsjWcsSN-5T4IWEq4E0A) - [Lecture 12. Dimensionality Reduction](/pf5oeG7NToSSah5kN_T37A) - [Lecture 13. $k$-Means Clustering](/m51ie0lQTs2Km2n1Q-7PtQ) - [Lecture 14. Deep Learning - Perceptron](/x63TU6xXQqKEJ_zKB5hNoQ) - [Lecture 15. OOP](/hXHM-4KMRIqePD1hon40AA) - [Lecture 16. Deep Learning - Logistic Regression](/bikfU7cxTKyQnPS1sSstNw) - [Lecture 17. Deep Learning - Neural Networks](/APjt9wkQSlSRNhcR6mdrsg) - [Lecture 18. R: Vectors, Matrices, and Arrays](/pRX0p-dpR32f2Mes7ldBbg) - [R Language Practice 01: Vectors, Matrices, and Arrays](/rwscLM11QdyTOtMqFlizxQ) - [Lecture 19. R: Lists and Data Frames](/ERfGD9YCSQu8u6lIAC0iiQ) - [R Language Practice 02: Lists](/EyMzgXL-TiKlJPwRMp8GwA) - [R Language Practices 03: Data Frames](/PbmDgL35ROOfVlmVFccVgQ) - [Lecture 20. R: Flow Control and Loops](/EtXnB2RbQbW1QwHTANmfog) - [Lecture 21. R: Functions](/5d94Ti5HRuewXocaW_RmzQ) - [R Language Practice 04: Flow Control](/kkkhq3JTSweW7pBms26dtg) - [R Language Practice 05: Loops](/cAijFeA-SbSp3ujUC-hPpg) - [R Language Practice 06: Functions](/VNJRD2PLSM-irwrIi6DIEw) - [Lecture 22. R: Vectorization of User-Defined Functions](/MV4MZNt4Rxq_7veoiuUi8Q) - [R Language Practice 07: Vectorization of User-Defined Functions](/FOz3-vWjQJKWAPodL7ETwA) - [R language Challenging Practice](/buwAAwa-SmaJDe2xA1iBuQ)
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