Stock Markets Analytics Zoomcamp 2024

Stock Markets Analytics Zoomcamp 2024 Dashboard

Course-level participation, homework, and project statistics.

View Leaderboard

Course overview

Total enrollments
444
Project submissions
16
Project completion rate
3.4%
Average total score
6.4
Overall completion rate
21.2%

Project outcomes

Score to pass
0
Passed
15
Failed
1
Median project score
22
View All Project Submissions

Homework statistics

Median time and score by homework. Hover values on desktop for interquartile ranges.

Homework 1: Intro and Data Sources

Submissions
187
Completion
42.1%
Median score
7
Lecture time
2.5h
Homework time
4h
Total time
7h

Homework 2: Working with Data in Pandas

Submissions
95
Completion
21.4%
Median score
5
Lecture time
3h
Homework time
8h
Total time
11h

Homework 3: Modeling for Financial Time Series

Submissions
64
Completion
14.4%
Median score
6
Lecture time
3h
Homework time
6.5h
Total time
10.5h

Homework 4: Trading Simulation

Submissions
31
Completion
7.0%
Median score
7
Lecture time
3h
Homework time
5h
Total time
7h

Assignment difficulty

Ranked by lowest median question score relative to the maximum achievable. Normalizing by question count makes homeworks of different lengths comparable; a lower percentage indicates a harder assignment.

Rank Homework Median score Score % Completion
1 Homework 2: Working with Data in Pandas 5 / 7 71.4% 21.4%
2 Homework 3: Modeling for Financial Time Series 6 / 7 85.7% 14.4%
3 Homework 1: Intro and Data Sources 7 / 7 100.0% 42.1%
4 Homework 4: Trading Simulation 7 / 7 100.0% 7.0%

Question difficulty

Share of submitted answers that were correct, per question. A lower percentage points to a harder or more confusing question. Participation-only questions are excluded.

Homework Question Correct Answers % correct
Homework 1: Intro and Data Sources [Macro] Average growth of GDP in 2023 (in %) 169 187 90.4%
[Macro] Inverse "Treasury Yield" 177 186 95.2%
[Index] Which Index is better recently? 158 186 84.9%
[Stocks OHLCV] 52-weeks range ratio (2023) for the selected stocks 155 186 83.3%
[Stocks] Dividend Yield 153 186 82.3%
Homework 2: Working with Data in Pandas [IPO Filings Web Scraping and Data Processing] What's the total sum ($m) of 2023 filings that happenned of Fridays? 91 95 95.8%
[IPOs "Fixed days hold" strategy] Find the optimal number of days X (between 1 and 30), where 75% quantile growth is the highest? 49 95 51.6%
[Is Growth Concentrated in the Largest Stocks?] Get the share of days (percentage as int) when Large Stocks outperform (on growth_7d) the Largest stocks? 74 95 77.9%
[Trying Another Technical Indicators strategy] What's the total gross profit (in THOUSANDS of $) you'll get from trading on CCI (no fees assumption)? 43 95 45.3%
Homework 3: Modeling for Financial Time Series [Dummies on Month and Week-of-Month] Top correlation of a new dummy with a boolean prediction variable? 53 64 82.8%
[Define new 'hand' rules] What's the precision score for the best new rule? 55 64 85.9%
[Unique correct predictions for pred5_clf_10] Wha'ts the total number of records of 'unique correctness' on TEST? 33 64 51.6%
[Hyperparams tuning] What's the best max_depth for a Decision Tree Classifier? 44 64 68.8%
Homework 4: Trading Simulation [Find New Best CAGR] 27 31 87.1%
[Less Features is More] 28 31 90.3%
[Predicting Strong Future Growth] 21 31 67.7%

Submission timing

When homework submissions arrive relative to the deadline, across all assignments.

A week or more early
25 (6.6%)
3-7 days early
77 (20.4%)
1-3 days early
128 (34.0%)
Final day
119 (31.6%)
After the deadline
28 (7.4%)

Engagement over time

Homework submissions per week, across all assignments. Bars are scaled to the busiest week.

Apr 08, 2024
2
Apr 15, 2024
55
Apr 22, 2024
131
Apr 29, 2024
14
May 06, 2024
80
May 13, 2024
7
May 20, 2024
47
May 27, 2024
11
Jun 03, 2024
2
Jun 10, 2024
26
Jun 17, 2024
2