🎦 WQU Video Linkleri

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Date

Event

Youtube Link

Monday 7/8/2019 7:00 am

WQU DS Module Introductory Video

https://youtu.be/QUQSY7pmuSQ

Monday 7/8/2019 7:00 am

1.1.1 Basic Programming & Variables

https://youtu.be/3phV29yvWO8

Monday 7/8/2019 7:00 am

1.1.2 Functions

https://youtu.be/SytwpgZ5k6U

Monday 7/8/2019 7:00 am

1.1.3 Logic & Conditional Expressions

https://youtu.be/CyjsNEFjLVk

Monday 7/8/2019 7:00 am

1.1.4 Iteration

https://youtu.be/MIjqvWgfdq8

Monday 7/8/2019 7:00 am

1.2.1 Data Structures (list)

https://youtu.be/GGhWL_r_CSE

Monday 7/8/2019 7:00 am

1.2.2 Data Structures (tuple)

https://youtu.be/jDuGDuzGkyE

Monday 7/8/2019 7:00 am

1.2.3 Data Structures (set)

https://youtu.be/b4odPCnUcwA

Monday 7/8/2019 7:00 am

1.2.4 Data Structures (dict)

https://youtu.be/Acv69ca9Bu8

Monday 7/8/2019 7:00 am

1.2.5 Data Structures (collections module)

https://youtu.be/cS2xi4Ut0lY

Monday 7/8/2019 7:00 pm

Office Hour 1

https://www.youtube.com/watch?v=pEcBhR-YQF0

Tuesday 7/9/2019 11:00 pm

Office Hour 2

https://www.youtube.com/watch?v=qV5L_sIe-EU

Wednesday 7/10/2019 7:00 pm

Office Hour 3

https://www.youtube.com/watch?v=X9yJ1p7412Q

Thursday 7/11/2019 11:00 pm

Office Hour 4

https://www.youtube.com/watch?v=Sf9lW8Pc1lA

Monday 7/15/2019 7:00 am

2.1.1 Algorithms and Complexity Analysis

https://youtu.be/PL15zDN5cCA

Monday 7/15/2019 7:00 am

2.1.2 Computational/Time Complexity

https://youtu.be/X9O5vGqMl1s

Monday 7/15/2019 7:00 am

2.1.3 Recursion & Memoization

https://youtu.be/8yaoYqokmPk

Monday 7/15/2019 7:00 am

2.1.4 Memory Complexity & Data Structures

https://youtu.be/RuPUm5nbNQY

Monday 7/15/2019 7:00 am

2.2.1 What is an Object?

https://youtu.be/21Ia8yZtQqU

Monday 7/15/2019 7:00 am

2.2.2 Introduction to Classes

https://youtu.be/wxNT_vPQihE

Monday 7/15/2019 7:00 am

2.2.3 Defining Useful Classes

https://youtu.be/Zi4DqsSXHUE

Monday 7/15/2019 7:00 am

2.2.4 Object-Oriented Programming & Inheritance

https://youtu.be/UxR8ZPTMkuc

Monday 7/15/2019 7:00 am

2.3.1 VC Miniproject Intro & Hackerrank Coding Challenges

https://youtu.be/k80mHM-VqBQ

Monday 7/15/2019 7:00 pm

Office Hour 5

https://www.youtube.com/watch?v=xwKQdo5rg1o

Tuesday 7/16/2019 11:00 pm

Office Hour 6

https://www.youtube.com/watch?v=rorgobIEsSY

Wednesday 7/17/2019 7:00 pm

Office Hour 7

https://www.youtube.com/watch?v=CCe1EUc7yck

Thursday 7/18/2019 11:00 pm

Office Hour 8

https://www.youtube.com/watch?v=9pzfOEoX1vE

Sunday 7/21/2019 7:00 am

3.1.1 Pythonic Programming

https://youtu.be/20WhvoAQVIc

Sunday 7/21/2019 7:00 am

3.1.2 Python Modules & Imports

https://youtu.be/9xdmBjurb7c

Sunday 7/21/2019 7:00 am

3.1.3 Exceptions & Debugging

https://youtu.be/dvU2UY6QM5I

Sunday 7/21/2019 7:00 am

3.2.1 Basic Python IO

https://youtu.be/TCJktfMOaPw

Sunday 7/21/2019 7:00 am

3.2.2 File System Operations in Python

https://youtu.be/_9BHLex7FC8

Sunday 7/21/2019 7:00 am

3.2.3 CSV Files

https://youtu.be/kZiE5nZPH5E

Sunday 7/21/2019 7:00 am

3.2.4 JSON Files

https://youtu.be/fI0nOob4fuA

Sunday 7/21/2019 7:00 am

3.2.5 Compression & GZip Files

https://youtu.be/Z3MQ8_zpczI

Sunday 7/21/2019 7:00 am

3.2.6 Serialization & Pickle Files

https://youtu.be/uPwk_TbHGdY

Sunday 7/21/2019 7:00 am

3.3.1 PW Miniproject Intro

https://youtu.be/sCB8g4D-0DA

Monday 7/22/2019 7:00 pm

Office Hour 9

https://www.youtube.com/watch?v=I1i-z1IVDf8

Tuesday 7/23/2019 11:00 pm

Office Hour 10

https://www.youtube.com/watch?v=f9LSr4AzSvY

Wednesday 7/24/2019 7:00 pm

Office Hour 11

https://www.youtube.com/watch?v=INffneZ0nig

Thursday 7/25/2019 11:00 pm

Office Hour 12

https://www.youtube.com/watch?v=gaPI0y7tIgc

Sunday 7/28/2019 7:00 am

4.1.1 Intro to NumPy

https://youtu.be/eI-7PDaWfPk

Sunday 7/28/2019 7:00 am

4.1.2 Creating NumPy Arrays

https://youtu.be/3gXD67pTVP4

Sunday 7/28/2019 7:00 am

4.1.3 Advantages of NumPy

https://youtu.be/NOzCJa16gHw

Sunday 7/28/2019 7:00 am

4.1.4 Computation with NumPy

https://youtu.be/QF9TQ9Yj6tc

Sunday 7/28/2019 7:00 am

4.1.5 Mutating NumPy Arrays

https://youtu.be/UPd2zcr5Tbc

Sunday 7/28/2019 7:00 am

4.1.6 Plotting with Matplotlib

https://youtu.be/mRxAAcGRR2U

Sunday 7/28/2019 7:00 am

4.1.7 Intro to Pandas

https://youtu.be/zu4uCw79iRU

Monday 7/29/2019 7:00 pm

Office Hour 13

https://www.youtube.com/watch?v=yuZ58EYwfWc

Tuesday 7/30/2019 11:00 pm

Office Hour 14

https://www.youtube.com/watch?v=-1AitK6n2ts

Wednesday 7/31/2019 7:00 pm

Office Hour 15

https://www.youtube.com/watch?v=Thi2X0AOaks

Thursday 8/1/2019 11:00 pm

Office Hour 16

https://www.youtube.com/watch?v=cs5vMAjSaCI

Monday 8/5/2019 7:00 am

5.1.1 Pandas Overview

https://youtu.be/LLltyyJH9kk

Monday 8/5/2019 7:00 am

5.1.2 Pandas IO

https://youtu.be/KmmwUVrYMOQ

Monday 8/5/2019 7:00 am

5.1.3 Filtering DataFrames

https://youtu.be/EkCWEMe6cSg

Monday 8/5/2019 7:00 am

5.1.4 Data Transformations

https://youtu.be/3HdYzqh8Bag

Monday 8/5/2019 7:00 am

5.1.5 Data Aggregation

https://youtu.be/_93sDSezpD8

Monday 8/5/2019 7:00 am

5.1.6 Joins & Multiple DataFrames

https://youtu.be/0QEgP-m8MFE

Monday 8/5/2019 7:00 am

5.1.7 Time Series Data

https://youtu.be/WzIHzSet8WY

Monday 8/5/2019 7:00 am

5.2.1 Intro to Statistics

https://youtu.be/y54T0l8LilY

Monday 8/5/2019 7:00 am

5.2.2 Estimating Means

https://youtu.be/qsDQHeqJuhw

Monday 8/5/2019 7:00 am

5.2.3 Standard Error of the Mean

https://youtu.be/T_EC239eoM4

Monday 8/5/2019 7:00 am

5.2.4 Hypothesis Testing & Z-Scores

https://youtu.be/FDOZK1DYh2w

Monday 8/5/2019 7:00 am

5.2.5 Parameter Estimation & Confidence Intervals

https://youtu.be/W6fFG3x5-zE

Monday 8/5/2019 7:00 am

5.3.1 DW Miniproject Intro

https://youtu.be/xgna885PXg0

Monday 8/5/2019 7:00 am

Extra Statistics Videos

https://www.youtube.com/playlist?list=PLVNgHN883b8FuKC-Fpnh72thE4m7J1nNO

Monday 8/5/2019 7:00 pm

Office Hour 17

canceled

Tuesday 8/6/2019 11:00 pm

Office Hour 18

https://youtu.be/AyciFXagRbs

Wednesday 8/7/2019 7:00 pm

Office Hour 19

https://www.youtube.com/watch?v=cju9Pk-3kAc

Thursday 8/8/2019 11:00 pm

Office Hour 20

https://www.youtube.com/watch?v=cSVde7bxMKg

Monday 8/12/2019 7:00 am

6.1.1 Data Munging & Web Scraping

https://youtu.be/wV4BU2caSOs

Monday 8/12/2019 7:00 am

6.1.2 Cleaning & Structing Data

https://youtu.be/dtAEkwMUWZk

Monday 8/12/2019 7:00 am

6.1.3 Dealing with Multiple Data Sources

https://youtu.be/ci9AvvnON4g

Monday 8/12/2019 7:00 am

6.1.4 Data Munging in Pandas

https://youtu.be/1Y8e8UhsvME

Monday 8/12/2019 7:00 pm

Office Hour 21

https://www.youtube.com/watch?v=KnOtFOARQ3w

Tuesday 8/13/2019 11:00 pm

Office Hour 22

https://www.youtube.com/watch?v=O9n6DY_fDXM

Wednesday 8/14/2019 7:00 pm

Office Hour 23

https://www.youtube.com/watch?v=bEv3mNfL_Ig

Thursday 8/15/2019 11:00 pm

Office Hour 24

https://www.youtube.com/watch?v=IyjI7LfXyLE

Monday 8/19/2019 7:00 am

7.1.1 SQL & Relational Databases

https://youtu.be/1VkpuNpEqKA

Monday 8/19/2019 7:00 am

7.1.2 Basic SQL Syntax

https://youtu.be/5i9OvFAPbAs

Monday 8/19/2019 7:00 am

7.1.3 Filtering & Sorting Data in SQL

https://youtu.be/LEmp_AaIxGM

Monday 8/19/2019 7:00 am

7.1.4 Joins & Aggregations in SQL

https://youtu.be/HLTotdjNvl4

Monday 8/19/2019 7:00 am

7.1.5 Comparison of SQL Flavors

https://youtu.be/PeGsrKiJRY8

Monday 8/19/2019 7:00 pm

Office Hour 25

https://youtu.be/GtbbTSAk3-k

Tuesday 8/20/2019 11:00 pm

Office Hour 26

https://www.youtube.com/watch?v=obQjp9zaK4M

Wednesday 8/21/2019 7:00 pm

Office Hour 27

https://www.youtube.com/watch?v=ZP-l-sSS-Uk

Thursday 8/22/2019 11:00 pm

Office Hour 28

https://www.youtube.com/watch?v=aILirNMlE38

Monday 8/26/2019 7:00 am

8.1.1 Introduction to Object Relation Mapping

https://youtu.be/ZkOCn4FWd0Q

Monday 8/26/2019 7:00 am

8.1.2 Using Classes for Applications

https://youtu.be/unLMZzFsx1Q

Monday 8/26/2019 7:00 am

8.1.3 Translating Classes into SQL with ORM

https://youtu.be/ZT0gt0F88Ks

Monday 8/26/2019 7:00 am

8.1.4 Pushing Objects to SQL & Making Queries

https://youtu.be/88UKnoER9lw

Monday 8/26/2019 7:00 am

8.2.1 Course Conclusion

https://youtu.be/pAT_9CkcsU4

Monday 8/26/2019 7:00 pm

Office Hour 29

https://www.youtube.com/watch?v=yptGfk0Lej8

Tuesday 8/27/2019 11:00 pm

Office Hour 30

https://www.youtube.com/watch?v=GXNbrwYiEHg

Wednesday 8/28/2019 7:00 pm

Office Hour 31

https://www.youtube.com/watch?v=gU1rypGu_n4

Thursday 8/29/2019 11:00 pm

Office Hour 32

https://www.youtube.com/watch?v=Ex2I9HnPZU8