# Live Sessions Live sessions by the instructors and TAs are recorded and uploaded to the [YouTube Tools in Data Science channel](https://www.youtube.com/@se-lr5ff/videos). These are transcribed by [faq.sh](https://github.com/sanand0/tools-in-data-science-public/blob/main/live-sessions/faq.sh) into FAQ-style markdown files, which are stored here. ## Sessions - [Video](https://youtu.be/UlUf6roSG3c) | [FAQ](live-sessions/20251004-UlUf6roSG3c.md) | 2025 10 04 Project 1 - Session 1 TDS Sep 2025 (2h 24m) - [Video](https://youtu.be/0x5WK-Haz7Y) | [FAQ](live-sessions/20251004-0x5WK-Haz7Y.md) | 2025 10 03 week 2 - Session 4 TDS Sep 2025 (2h 16m) - [Video](https://youtu.be/dZtLGbQ_EW8) | [FAQ](live-sessions/20251004-dZtLGbQ_EW8.md) | 2025 09 30 week 2 - Session 3 TDS Sep 2025 (1h 45m) - [Video](https://youtu.be/4ojO3e2PmP8) | [FAQ](live-sessions/20250929-4ojO3e2PmP8.md) | 2025 09 28 week 2 - Session 2 TDS Sep 2025 (2h 36m) - [Video](https://youtu.be/ytGxUwBkcXU) | [FAQ](live-sessions/20250929-ytGxUwBkcXU.md) | 2025 09 27 week 2 - Session 1 TDS Sep 2025 (2h 53m) - [Video](https://youtu.be/vBqJUhbZU3c) | [FAQ](live-sessions/20250929-vBqJUhbZU3c.md) | 2025 09 24 week 1 - Session 5 TDS Sep 2025 (1h 41m) - [Video](https://youtu.be/thACpPPTR1I) | [FAQ](live-sessions/20250929-thACpPPTR1I.md) | 2025 09 29 Week 1 - Session 4 TDS Sep 2025 (1h 38m) - [Video](https://youtu.be/RoRy1jKewhA) | [FAQ](live-sessions/20250921-RoRy1jKewhA.md) | 2025 09 21 Week 1 - Session 2 TDS Sep 2025 (2h 37m) - [Video](https://youtu.be/sXlsRhw5X94) | [FAQ](live-sessions/20250922-sXlsRhw5X94.md) | 2025 09 22 Week 1 - Session 3 TDS Sep 2025 (1h 58m) - [Video](https://youtu.be/B7iHBHCruCc) | [FAQ](live-sessions/20250921-B7iHBHCruCc.md) | 2025 09 20 Week 1 - Session 1 TDS Sep 2025 (2h 52m) - [Video](https://youtu.be/FXZzXm2_3KI) | [FAQ](live-sessions/20250806-FXZzXm2_3KI.md) | 2025 08 04 project 2 - Q&A 2 TDS May 2025 (1h 59m) - [Video](https://youtu.be/PZMAApzlJCo) | [FAQ](live-sessions/20250729-PZMAApzlJCo.md) | 2025 07 26 project 2 - Session 2 TDS May 2025 (1h 42m) - [Video](https://youtu.be/p_OgYP-6IdU) | [FAQ](live-sessions/20250725-p_OgYP-6IdU.md) | 2025 07 24 project 2 - Session 1 TDS May 2025 (1h 50m) - [Video](https://youtu.be/miNphxMz9wc) | [FAQ](live-sessions/20250722-miNphxMz9wc.md) | 2025 07 21 project 2 - Q&A 1 TDS May 2025 (1h 32m) - [Video](https://youtu.be/afaqw038F4Q) | [FAQ](live-sessions/20250719-afaqw038F4Q.md) | 2025 07 18 MOCK ROE session 4 - TDS May 2025 (2h 7m) - [Video](https://youtu.be/bS-ZFSTHoqI) | [FAQ](live-sessions/20250719-bS-ZFSTHoqI.md) | 2025 07 17 MOCK ROE session 3 - TDS May 2025 (1h 33m) - [Video](https://youtu.be/4ZM-krZjvDQ) | [FAQ](live-sessions/20250719-4ZM-krZjvDQ.md) | 2025 07 16 MOCK ROE session 2 - TDS May 2025 (0h 53m) - [Video](https://youtu.be/oHDT0CjHpr8) | [FAQ](live-sessions/20250711-oHDT0CjHpr8.md) | 2025 07 10 MOCK ROE session1 - TDS May 2025 (1h 56m) - [Video](https://youtu.be/ijia1cLUQck) | [FAQ](live-sessions/20250707-ijia1cLUQck.md) | 2025 07 06 Week 6 Session 2 - TDS May 2025 (1h 49m) - [Video](https://youtu.be/kY27w7bXyac) | [FAQ](live-sessions/20250706-kY27w7bXyac.md) | 2025 07 05 Week 6 Session 1 - TDS May 2025 (1h 17m) - [Video](https://youtu.be/eFa-LofjwfM) | [FAQ](live-sessions/20250629-eFa-LofjwfM.md) | 2025 06 28 Week 5 Session 1 - TDS May 2025 (2h 8m) - [Video](https://youtu.be/RFIsZSZhqGs) | [FAQ](live-sessions/20250621-RFIsZSZhqGs.md) | 2025 06 15 Week 4 1 Session 1 - TDS May 2025 (1h 26m) - [Video](https://youtu.be/VZ05EVdj_Dk) | [FAQ](live-sessions/20250621-VZ05EVdj_Dk.md) | 2025 06 12 Project 1 - DCS TDS May 2025 (1h 2m) - [Video](https://youtu.be/q8cZ2b7WCHI) | [FAQ](live-sessions/20250612-q8cZ2b7WCHI.md) | 2025 06 12 Project 1 Session 3 - TDS May 2025 (2h 26m) - [Video](https://youtu.be/PwYU_vRmcl0) | [FAQ](live-sessions/20250612-PwYU_vRmcl0.md) | 2025 06 11 Project 1 Session 2 - TDS May 2025 (2h 59m) - [Video](https://youtu.be/eeLLWOVSc8M) | [FAQ](live-sessions/20250611-eeLLWOVSc8M.md) | 2025 06 10 Project 1 Session 1 - TDS May 2025 (2h 28m) - [Video](https://youtu.be/PYj9eOPpH7k) | [FAQ](live-sessions/20250531-PYj9eOPpH7k.md) | 2025 05 29 Week 3 Session 4 - TDS May 2025 (2h 44m) - [Video](https://youtu.be/qqgBvapfrCc) | [FAQ](live-sessions/20250531-qqgBvapfrCc.md) | 2025 05 28 Week 3 Session 3 - TDS May 2025 (1h 30m) - [Video](https://youtu.be/oWAaWzmOwmM) | [FAQ](live-sessions/20250531-oWAaWzmOwmM.md) | 2025 05 25 Week 3 Session 2 - TDS May 2025 (1h 38m) - [Video](https://youtu.be/s-ZQ2I1lE7Y) | [FAQ](live-sessions/20250524-s-ZQ2I1lE7Y.md) | 2025 05 24 Week 3 Session 1 - TDS May 2025 (1h 47m) - [Video](https://youtu.be/JXiJVWisKns) | [FAQ](live-sessions/20250524-JXiJVWisKns.md) | 2025 05 23 Week 2 Session 2 - Github Actions, Docker - TDS May 2025 (3h 17m) - [Video](https://youtu.be/iMLGnriiecc) | [FAQ](live-sessions/20250522-iMLGnriiecc.md) | 2025 05 22 Week 2 Session 2 - Local Lamma, Ngrok, Google Authentication TDS May 2025 (2h 40m) - [Video](https://youtu.be/Ptq0Me5tmFk) | [FAQ](live-sessions/20250522-Ptq0Me5tmFk.md) | 2025 05 21 Week 2 Session 1 TDS May 2025 (2h 31m) - [Video](https://youtu.be/1a2x_oDwHlk) | [FAQ](live-sessions/20250517-1a2x_oDwHlk.md) | 2025 05 17 Week 1 Session 5 TDS May 2025 (2h 37m) - [Video](https://youtu.be/c0GXO3dh_sM) | [FAQ](live-sessions/20250517-c0GXO3dh_sM.md) | 2025 05 16 Week 1 Session 4 Env Settings, Env Variables, git and github TDS May 2025 (2h 12m) - [Video](https://youtu.be/BCF4oFqE8Tw) | [FAQ](live-sessions/20250517-BCF4oFqE8Tw.md) | 2025 05 15 Week 1 Session 3 Linux, BASH, git & github TDS May 2025 (3h 3m) - [Video](https://youtu.be/TiqtXjmmKFA) | [FAQ](live-sessions/20250515-TiqtXjmmKFA.md) | 2025 05 11 Week 1 Session 2 Setup & Debugging TDS May 2025 (3h 3m) - [Video](https://youtu.be/iuYPkqjfvM8) | [FAQ](live-sessions/20250512-iuYPkqjfvM8.md) | 2025-05-10 Week 1 - Session 1: Introduction to TDS - TDS May 25 (2h 29m) - [Video](https://youtu.be/Er49fGwYnPc) | [FAQ](live-sessions/20250410-Er49fGwYnPc.md) | 2025-04-09 Live Session - Qs & As - TDS Jan 25 (1h 19m) - [Video](https://youtu.be/CXRnZBaR4BY) | [FAQ](live-sessions/20250409-CXRnZBaR4BY.md) | 2025-04-08 End Term Session 1 - TDS Jan 25 (1h 59m) - [Video](https://youtu.be/Nrm9gor3Thk) | [FAQ](live-sessions/20250329-Nrm9gor3Thk.md) | 2025-03-27 Week 11 - Session 3 - TDS Jan 25 (2h 7m) - [Video](https://youtu.be/Kwvqd1k-VUU) | [FAQ](live-sessions/20250327-Kwvqd1k-VUU.md) | 2025-03-26 Week 11 - Session 2 - TDS Jan 25 (1h 27m) - [Video](https://youtu.be/WyO9CYWiP20) | [FAQ](live-sessions/20250327-WyO9CYWiP20.md) | 2025-03-25 Week 11 - Session 1 - TDS Jan 25 (1h 17m) - [Video](https://youtu.be/l-F_A8P-XSs) | [FAQ](live-sessions/20250324-l-F_A8P-XSs.md) | 2025-03-20 Week 10 - Session 3 - TDS Jan 25 (1h 44m) - [Video](https://youtu.be/z3rta0JBeBc) | [FAQ](live-sessions/20250320-z3rta0JBeBc.md) | 2025-03-18 Week 10 - Session 1 - TDS Jan 25 (2h 24m) - [Video](https://youtu.be/cRg4VDBFr2k) | [FAQ](live-sessions/20250314-cRg4VDBFr2k.md) | 2025-03-13 Week 9 - Session 3 - TDS Jan 25 (1h 58m) - [Video](https://youtu.be/cLJQej-Mq-Y) | [FAQ](live-sessions/20250314-cLJQej-Mq-Y.md) | 2025-03-11 Week 9 - Session 1 - TDS Jan 25 (2h 11m) - [Video](https://youtu.be/WG_eZaACctM) | [FAQ](live-sessions/20250314-WG_eZaACctM.md) | 2025-03-12 Week 9 - Session 2 - TDS Jan 25 (1h 14m) - [Video](https://youtu.be/zc8PDm8lMhE) | [FAQ](live-sessions/20250309-zc8PDm8lMhE.md) | 2025-03-04 Week 8 - Session 1 - TDS Jan 25 (1h 52m) - [Video](https://youtu.be/mJM-IfeLq1Q) | [FAQ](live-sessions/20250309-mJM-IfeLq1Q.md) | 2025-03-04 Week 8 - Session 3 - TDS Jan 25 (1h 52m) - [Video](https://youtu.be/4P1204s1T1o) | [FAQ](live-sessions/20250309-4P1204s1T1o.md) | 2025-03-04 Week 8 - Session 2 - TDS Jan 25 (0h 47m) - [Video](https://youtu.be/oL-cqokYE2A) | [FAQ](live-sessions/20250228-oL-cqokYE2A.md) | 2025-02-27 Week 7 - Session 3 - TDS Jan 25 (2h 24m) - [Video](https://youtu.be/nrk19yJnXgM) | [FAQ](live-sessions/20250228-nrk19yJnXgM.md) | 2025-02-26 Week 7 - Session 2 - TDS Jan 25 (5h 8m) - [Video](https://youtu.be/l2zUly456eM) | [FAQ](live-sessions/20250221-l2zUly456eM.md) | TA's Session TDS – 2024 11 10 19 49 (1h 39m) - [Video](https://youtu.be/6aOAB9L7Xjg) | [FAQ](live-sessions/20250221-6aOAB9L7Xjg.md) | 2025-02-18 Week 6 - Session 3 - TDS Jan 25 (1h 34m) - [Video](https://youtu.be/1UbY1R4lrFk) | [FAQ](live-sessions/20250219-1UbY1R4lrFk.md) | 2025-02-18 Week 6 - Session 1 - TDS Jan 25 (2h 8m) - [Video](https://youtu.be/NMnwKp5tR-w) | [FAQ](live-sessions/20250214-NMnwKp5tR-w.md) | 2025-02-13 Week 5 - Session 3 - TDS Jan 25 (3h 12m) - [Video](https://youtu.be/jXj6bqy4R4c) | [FAQ](live-sessions/20250212-jXj6bqy4R4c.md) | 2025-02-11 Week 5 - Session 1 - TDS Jan 25 (3h 57m) - [Video](https://youtu.be/SiW-rcMk0Nk) | [FAQ](live-sessions/20250207-SiW-rcMk0Nk.md) | 2025-02-06 Week 4 - Session 4 - TDS Jan 25 (2h 16m) - [Video](https://youtu.be/u5RFmePd7NQ) | [FAQ](live-sessions/20250206-u5RFmePd7NQ.md) | 2025-02-06 Week 4 - Session 3 - TDS Jan 25 (2h 24m) - [Video](https://youtu.be/8A7Z_PN_PzQ) | [FAQ](live-sessions/20250204-8A7Z_PN_PzQ.md) | 2025-02-04 Week 4 - Session 1 - TDS Jan 25 (1h 27m) - [Video](https://youtu.be/tsn7B7mDzw8) | [FAQ](live-sessions/20250201-tsn7B7mDzw8.md) | 2025-02-01 Week 3 - Session 5 - TDS Jan 25 (2h 34m) - [Video](https://youtu.be/sdg4N-H4BR0) | [FAQ](live-sessions/20250131-sdg4N-H4BR0.md) | 2025-01-31 Week 3 - Session 4 - TDS Jan 25 (2h 45m) - [Video](https://youtu.be/6VfrL5b8lLc) | [FAQ](live-sessions/20250130-6VfrL5b8lLc.md) | 2025-01-30 Week 3 - Session 3 - TDS Jan 25 (2h 35m) - [Video](https://youtu.be/EPiVIP97fzI) | [FAQ](live-sessions/20250129-EPiVIP97fzI.md) | 2025-01-29 Week 3 - Session 2 - TDS Jan 25 (1h 28m) - [Video](https://youtu.be/lmSMQ5LWa30) | [FAQ](live-sessions/20250128-lmSMQ5LWa30.md) | 2025-01-28 Week 3 - Session 1 - TDS Jan 25 (2h 0m) - [Video](https://youtu.be/TxGY540ru3A) | [FAQ](live-sessions/20250123-TxGY540ru3A.md) | 2025-01-23 Week 2 - Session 4 - TDS Jan 25 (2h 5m) - [Video](https://youtu.be/QnLi-C_LiXk) | [FAQ](live-sessions/20250122-QnLi-C_LiXk.md) | 2025-01-22 Week 2 - Session 3 - TDS Jan 25 (1h 19m) - [Video](https://youtu.be/0e0RhXREnxU) | [FAQ](live-sessions/20250121-0e0RhXREnxU.md) | 2025-01-21 Week 2 - Session 2 - TDS Jan 25 (2h 15m) - [Video](https://youtu.be/aJnygTpma7M) | [FAQ](live-sessions/20250120-aJnygTpma7M.md) | 2025-01-20 Week 2 - Session 1 - TDS Jan 25 (2h 3m) - [Video](https://youtu.be/hG5WqtbpfkI) | [FAQ](live-sessions/20250117-hG5WqtbpfkI.md) | 2025-01-17 Week 1 - Session 2 - TDS Jan 25 (2h 17m) - [Video](https://youtu.be/1H5Aq7HjqwQ) | [FAQ](live-sessions/20250116-1H5Aq7HjqwQ.md) | 2025-01-16 Week 1 - Session 1 - TDS Jan 25 (1h 59m) - [Video](https://youtu.be/VTBwpPT3A3U) | [FAQ](live-sessions/20250115-VTBwpPT3A3U.md) | 2025-01-15 Introduction to Tools for Data Science Jan 25 (1h 18m) - [Video](https://youtu.be/HsfxebvUAH4) | [FAQ](live-sessions/20241220-HsfxebvUAH4.md) | Mock QP - TA Session - TDS 2024 12 19 18 51 (2h 25m) - [Video](https://youtu.be/ob_OO9chM-o) | [FAQ](live-sessions/20241211-ob_OO9chM-o.md) | Project 2 TA's Session TDS 2024 12 05 19 52 (3h 0m) - [Video](https://youtu.be/gJyrKw3ThXo) | [FAQ](live-sessions/20241211-gJyrKw3ThXo.md) | TA's Session TDS 2024 12 05 19 52 GMT+05 30 Recording (3h 0m) - [Video](https://youtu.be/TPh1srfrWDc) | [FAQ](live-sessions/20241117-TPh1srfrWDc.md) | ROE Session TDS 2024 11 16 19 52 (1h 13m) - [Video](https://youtu.be/ifr24jckGxU) | [FAQ](live-sessions/20241116-ifr24jckGxU.md) | TA's Session TDS – 2024 11 07 19 58 GMT+05 30 – How to hack Project 1 and possibly ROE, pdf scrapi (2h 14m) - [Video](https://youtu.be/FOCsSa7nRCg) | [FAQ](live-sessions/20241116-FOCsSa7nRCg.md) | ROE Session TDS 2024 11 15 19 53 (2h 0m) - [Video](https://youtu.be/hx0BpZT1ILQ) | [FAQ](live-sessions/20241115-hx0BpZT1ILQ.md) | TA's Session TDS – 2024 11 10 19 49 GMT+05 30 – Recording (1h 39m) - [Video](https://youtu.be/FU3cuppNuy8) | [FAQ](live-sessions/20241115-FU3cuppNuy8.md) | TA's Session TDS 2024 11 14 19 54 (1h 52m) - [Video](https://youtu.be/7tggFDMXWi8) | [FAQ](live-sessions/20241105-7tggFDMXWi8.md) | TA's Session TDS – 2024 11 04 16 56 IST – Recording (1h 55m) - [Video](https://youtu.be/V97UfXmtTOU) | [FAQ](live-sessions/20241031-V97UfXmtTOU.md) | TA's Session TDS – 2024 10 27 19 55 IST – Recording (1h 45m) - [Video](https://youtu.be/LaR6fK22HEw) | [FAQ](live-sessions/20241027-LaR6fK22HEw.md) | TA's Session TDS – 2024 10 24 19 50 IST – Recording 2 (2h 41m) - [Video](https://youtu.be/oqXfJKa8_ro) | [FAQ](live-sessions/20241022-oqXfJKa8_ro.md) | TA's Session TDS – 2024-10-20 19:50 IST – Recording (1h 59m) - [Video](https://youtu.be/lV3i2fB8wbk) | [FAQ](live-sessions/20241022-lV3i2fB8wbk.md) | TAs Session - 2024 10 17 20:09:44 (1h 50m) - [Video](https://youtu.be/Z31q3IYTTps) | [FAQ](live-sessions/20241017-Z31q3IYTTps.md) | TA's Session TDS – 2024 10 13 19 49 IST – Recording (2h 11m) - [Video](https://youtu.be/Ery2oia9vMo) | [FAQ](live-sessions/20241016-Ery2oia9vMo.md) | TA's Session TDS – 2024 10 06 19 54 IST – Recording (1h 35m) - [Video](https://youtu.be/PNBZa74Gx7s) | [FAQ](live-sessions/20241002-PNBZa74Gx7s.md) | TA's Session TDS – 2024 09 29 19 49 IST – Recording (1h 40m) - [Video](https://youtu.be/NbrQTc03k04) | [FAQ](live-sessions/20240830-NbrQTc03k04.md) | TA Session 29th August: Revision: Modules 7 to 9, CSS selectors, Javascript (1h 25m) - [Video](https://youtu.be/EXo2DTLgxfU) | [FAQ](live-sessions/20240826-EXo2DTLgxfU.md) | TA Session 25th August: Revision: Modules 4 to 6 (1h 51m) - [Video](https://youtu.be/-_6312YVVM8) | [FAQ](live-sessions/20240824--_6312YVVM8.md) | TA Session 22 August: Mock and End Term, Revision: Modules 1 to 3 (2h 6m) - [Video](https://youtu.be/Gf85Cw2hwEU) | [FAQ](live-sessions/20240820-Gf85Cw2hwEU.md) | TA Session 19 August: Streamlit, Heroku (1h 47m) - [Video](https://youtu.be/fpxvSk7Qa_I) | [FAQ](live-sessions/20240720-fpxvSk7Qa_I.md) | TA Session 19 July: ROE Survival : Part 2 (2h 19m) - [Video](https://youtu.be/23Ty7oaEtq4) | [FAQ](live-sessions/20240719-23Ty7oaEtq4.md) | TA Session 18 July: The best ROE Survival Strategies, Tricks and Tips: Part 1 (2h 12m) - [Video](https://youtu.be/ELZf0n_0u9w) | [FAQ](live-sessions/20240715-ELZf0n_0u9w.md) | "TA session 12 July : week 5 , LLM API and embedding" (1h 54m) - [Video](https://youtu.be/MQgOy5RNNz0) | [FAQ](live-sessions/20240715-MQgOy5RNNz0.md) | TA session 14 July : ROE intro and strategy (1h 15m) - [Video](https://youtu.be/3OdReZsvi2w) | [FAQ](live-sessions/20240712-3OdReZsvi2w.md) | TA Session 11 July: LLM APi Setup and Use (2h 48m) - [Video](https://youtu.be/ce18AYM71Y8) | [FAQ](live-sessions/20240708-ce18AYM71Y8.md) | TA Session 7 July: Project Discussion, and Excel Filters, Slope Regression (1h 51m) - [Video](https://youtu.be/97BfmXO0i7E) | [FAQ](live-sessions/20240705-97BfmXO0i7E.md) | TA Session 4 July: More Pandas, Parquet processing, Forecast.ETS, Database Processing and Week 4 GA (1h 48m) - [Video](https://youtu.be/Mmj6GE-zymE) | [FAQ](live-sessions/20240701-Mmj6GE-zymE.md) | TA Session 30 June : More complex webscraping (2h 5m) - [Video](https://youtu.be/D0b4n1k2K5I) | [FAQ](live-sessions/20240701-D0b4n1k2K5I.md) | TA Session 27 June : Processing files with Pandas, Open Refine and Week 3 Graded Assignment (1h 51m) - [Video](https://youtu.be/uKvonP6TKzk) | [FAQ](live-sessions/20240625-uKvonP6TKzk.md) | TA session 20 June : Week 2 concepts ,API, JSON, PDF scraping and GA discussion (2h 32m) - [Video](https://youtu.be/KkHpfaIJN90) | [FAQ](live-sessions/20240625-KkHpfaIJN90.md) | A session 23 June : Web scraping with cookies and understanding JSON (1h 57m) - [Video](https://youtu.be/IZe16QtSYtw) | [FAQ](live-sessions/20240618-IZe16QtSYtw.md) | TA Session 16 June : Introduction to HTML and web scraping (2h 7m) - [Video](https://youtu.be/8DC2d5sLgno) | [FAQ](live-sessions/20240614-8DC2d5sLgno.md) | TA session 13 June : Introduction and week 1,2 recap (2h 2m) - [Video](https://youtu.be/356zqogHPnw) | [FAQ](live-sessions/20240426-356zqogHPnw.md) | ET revision : Attribute related to Anonymization and autocorrelation plot (1h 2m) - [Video](https://youtu.be/BSFnjDbCIJE) | [FAQ](live-sessions/20240421-BSFnjDbCIJE.md) | TA session : PYQ April 23 discussion part - 2 (2h 9m) - [Video](https://youtu.be/TxCA22mFuXc) | [FAQ](live-sessions/20240420-TxCA22mFuXc.md) | TA session : PYQ April 23 discussion part - 1 (1h 44m) - [Video](https://youtu.be/JdxqIUBmuic) | [FAQ](live-sessions/20240419-JdxqIUBmuic.md) | TA session : PYQ Dec 23 discussion (1h 12m) - [Video](https://youtu.be/2miaPi6k2w0) | [FAQ](live-sessions/20240308-2miaPi6k2w0.md) | 05 ROE revision session jan 24 (2h 56m) - [Video](https://youtu.be/8S_jvsjtaYg) | [FAQ](live-sessions/20240307-8S_jvsjtaYg.md) | 04 - XML intro and scraping (2h 3m) - [Video](https://youtu.be/I3auyTYORTs) | [FAQ](live-sessions/20240220-I3auyTYORTs.md) | 02 - Fundamentals of web scraping with urllib and BeautifulSoup (1h 37m) - [Video](https://youtu.be/DryMIxMf3VU) | [FAQ](live-sessions/20240220-DryMIxMf3VU.md) | 03 - Intermediate web scraping use of cookies (2h 19m) - [Video](https://youtu.be/cAriusuJsmw) | [FAQ](live-sessions/20240220-cAriusuJsmw.md) | 01 - Intro to Web scraping and HTML (1h 33m) - [Video](https://youtu.be/s9zNQoYNct8) | [FAQ](live-sessions/20230622-s9zNQoYNct8.md) | Live Session - 2 (0h 29m)