CS1951A | Schedule + Slides

Schedule + Slides

Below is a schedule of all topics that will be coverd in class as well as links to all slides. Alternations may occur due to unforseen events like weather. Slides will be posted as soon as they are available.

Week # Date Topic
1 26 January Introduction to Data Science
2 31 January Relational DBMS and Data Modeling
3 2 February 🐻 Relational Models
4 7 February - 16 February SQL
5 23 February Data Warehousing
5 23 February Data Integration
6 28 February Parallel Databases/Hadoop
6 2 March Recap DBMS + Visualization Overview
7 7 March Visualization Frameworks (D3)
7 9 March Midterm - Solution
8 14 March N/A (Snow Day)
8 16 March Intro to Machine Learning
9 21 March Classification & Categorization
9 23 March Linear Classifier
10 28 March N/A (Spring Break)
10 30 March N/A (Spring Break)
11 4 April N/A (No lecture)
11 6 April Machine Learning I
12 11 April Machine Learning II
12 13 April PageRank
14 18 April Hypothesis Testing
14 20 April TBD
15 25 April TBD
15 27 April TBD
16 2 May Guest Lecture
16 4 May Guest Lecture
17 9 May N/A (No lecture)
17 10 May Final project presentations