Date Topic Lecture video Script
0 09-08 Introduction [zoom] [prismia]
1 09-10 Data and Data Systems (I) [zoom] [prismia]
2 09-13 Data and Data Systems (II) [zoom] [prismia]
3 09-15 Computing Basics [zoom] [prismia]
4 09-17 Computing Basics (II) [zoom] [prismia]
5 09-20 Using Python [zoom] [prismia]
6 09-22 Version Control with Git [zoom] [prismia]
7 09-24 The Relational Data Model [zoom] [prismia]
8 09-27 SQL Queries (I) [zoom] [prismia]
9 09-29 SQL Queries (II) [zoom] [prismia]
10 10-01 SQL Queries (III) [zoom] [prismia]
11 10-04 Advanced SQL Queries [zoom] [prismia]
12 10-06 Data Manipulation in SQL [zoom] [prismia]
13 10-08 Document databases [zoom] [prismia]
14 10-13 Database Schema Design [zoom] [prismia]
15 10-15 Data Dashboards [zoom] [prismia]
16 10-18 DS&A: How Programs Run [zoom] [prismia]
17 10-20 Making Python fast [zoom] [prismia]
18 10-22 DS&A: Intro & Algorithmic Complexity [zoom] [prismia]
19 10-25 DS&A: Arrays & Dictionaries [zoom] [prismia]
20 10-27 DS&A: Dictionaries (continued) [zoom] [prismia]
21 10-29 DS&A: Linked Lists and Heaps [zoom] [prismia]
22 11-01 DS&A: Searching and Sorting [zoom] [prismia]
23 11-03 DS&A: Sorting [zoom] [prismia]
24 11-05 DS&A: Database Algorithms [zoom] [prismia]
25 11-08 Graph Databases (neo4j) [zoom] [prismia]
26 11-10 Streaming Databases (Kafka) [zoom] [prismia]
27 11-12 Alternative Relational Databases (Rel) [zoom] [prismia]
28 11-15 Parallelism and Concurrency [zoom] [prismia]
29 11-17 Cloud Computing [zoom] [prismia]
30 11-19 Introduction to Web Technologies [zoom] [prismia]
31 11-22 Building a Web App with Dash [zoom] [prismia]
32 11-29 Building a Web App with Dash [zoom] [prismia]
33 12-01 REST APIs [zoom] [prismia]
34 12-03 Web scraping [zoom] [prismia]
35 12-06 Distributed computing with PySpark (I) [zoom] [prismia]
36 12-08 Distributed computing with PySpark (II) [zoom] [prismia]