LLM Zoomcamp 2024

Homework 1: Introduction Statistics

Distribution of scores and reported study time for this homework.

Submissions

580

Median total score

6

Average total score

6

Score distribution

All values are points.

Questions score

Min
-
Median
6.0
Max
6
Q1
5.0
Avg
5.2
Q3
6.0

Learning in public score

Min
-
Median
0.0
Max
7
Q1
0.0
Avg
0.5
Q3
0.0

Total score

Min
-
Median
6.0
Max
14
Q1
5.0
Avg
5.7
Q3
6.0

Time distribution

All values are hours reported by students.

Lectures

Min
0.0
Median
3.0
Max
72.0
Q1
2.0
Avg
4.4
Q3
5.0

Homework

Min
0.0
Median
2.0
Max
39.0
Q1
1.0
Avg
2.9
Q3
4.0

Question breakdown

Correctness and answer distribution per question.

1. Running Elastic

574 / 580 correct (99.0%)

Answer Count
42f05b9372a9a4a470db3b52817899b99a76ee73 480
"42f05b9372a9a4a470db3b52817899b99a76ee73" 27
"build_hash" : "42f05b9372a9a4a470db3b52817899b99a76ee73" 12
curl localhost:9200 5
8.4.3 4
93a57a1a76f556d8aee6a90d1a95b06187501310 3
'build_hash': '42f05b9372a9a4a470db3b52817899b99a76ee73' 2
8d96bbe3bf5fed931f3119733895458eab75dca9 2
docker run -it \ --rm \ --name elasticsearch \ -p 9200:9200 \ -p 9300:9300 \ -e "discovery.type=single-node" \ -e "xpack.security.enabled=false" \ docker.elastic.co/elasticsearch/elasticsearch:8.4.3 2
0x185d323d550 1
f229ed3f893a515d590d0f39b05f68913e2d9b53 1
747e1cc71def077253878a59143c1f785afa92b9 1
"38e9ca2e81304a821c50862dafab089ca863944b" 1
2f05b9372a9a4a470db3b52817899b99a76ee73 1
89aacf0e8a47517bd087ea7fa65e06f793670d7857fd769de196a2c833c12f8da182ac09323da8cd5aaabbb4eec9deca46a87a28bc04ad430eee0565ee8d8693 1
the version.build_hash is : 42f05b9372a9a4a470db3b52817899b99a76ee73 1
Yes 1
0f41bad34ccc 1
True 1
1. 42f05b9372a9a4a470db3b52817899b99a76ee73 1
build_hash" : "42f05b9372a9a4a470db3b52817899b99a76ee73" 1
'42f05b9372a9a4a470db3b52817899b99a76ee73' 1
search engine for full text 1
{ "name" : "11de12617f81", "cluster_name" : "docker-cluster", "cluster_uuid" : "b0EXu4n4QLanpgOKuArhQQ", "version" : { "number" : "8.4.3", "build_flavor" : "default", "build_type" : "docker", "build_hash" : "42f05b9372a9a4a470db3b52817899b99a76ee73", "build_date" : "2022-10-04T07:17:24.662462378Z", "build_snapshot" : false, "lucene_version" : "9.3.0", "minimum_wire_compatibility_version" : "7.17.0", "minimum_index_compatibility_version" : "7.0.0" }, "tagline" : "You Know, for Search" } 1
{ "name" : "404bd7aad9ec", "cluster_name" : "docker-cluster", "cluster_uuid" : "yGvsFlj_TBmdpNC7S0G5pg", "version" : { "number" : "8.4.3", "build_flavor" : "default", "build_type" : "docker", "build_hash" : "42f05b9372a9a4a470db3b52817899b99a76ee73", "build_date" : "2022-10-04T07:17:24.662462378Z", "build_snapshot" : false, "lucene_version" : "9.3.0", "minimum_wire_compatibility_version" : "7.17.0", "minimum_index_compatibility_version" : "7.0.0" }, "tagline" : "You Know, for Search" } 1
38e9ca2e81304a821c50862dafab089ca863944b 1
42f05b9372a9a4a470db3b52817899b99a76ee73; 1
{'text': "The purpose of this document is to capture frequently asked technical questions\nThe exact day and hour of the course will be 15th Jan 2024 at 17h00. The course will start with the first “Office Hours'' live.1\nSubscribe to course public Google Calendar (it works from Desktop only).\nRegister before the course starts using this link.\nJoin the course Telegram channel with announcements.\nDon’t forget to register in DataTalks.Club's Slack and join the channel.", 'section': 'General course-related questions', 'question': 'Course - When will the course start?', 'course': 'data-engineering-zoomcamp'} 1
d34da0ea4a966c4e49417f2da2f244e3e97b4e6e 1
elasticsearch 8.14.1 1
curl -X GET "http://localhost:9200/ 1
build_hash': '42f05b9372a9a4a470db3b52817899b99a76ee73' 1
{ "name" : "47fc832f2843", "cluster_name" : "docker-cluster", "cluster_uuid" : "lNI2w2XbS4OEtGxbI__PlA", "version" : { "number" : "8.4.3", "build_flavor" : "default", "build_type" : "docker", "build_hash" : "42f05b9372a9a4a470db3b52817899b99a76ee73", "build_date" : "2022-10-04T07:17:24.662462378Z", "build_snapshot" : false, "lucene_version" : "9.3.0", "minimum_wire_compatibility_version" : "7.17.0", "minimum_index_compatibility_version" : "7.0.0" }, "tagline" : "You Know, for Search" } 1
"42f05b9372a9a4a470db3b52817899b99a76ee73", 1
version.build_hash = "42f05b9372a9a4a470db3b52817899b99a76ee73" 1
"cluster_uuid" : "Ao20Kx-5TNGlA4ZhAPqlBw", 1
8.14 1
curl localhost:9200 and output is { "name" : "codespaces-59e180", "cluster_name" : "elasticsearch", "cluster_uuid" : "pXV_ZI_7TSGnUG0O3OKVug", "version" : { "number" : "8.4.3", "build_flavor" : "default", "build_type" : "tar", "build_hash" : "42f05b9372a9a4a470db3b52817899b99a76ee73", "build_date" : "2022-10-04T07:17:24.662462378Z", "build_snapshot" : false, "lucene_version" : "9.3.0", "minimum_wire_compatibility_version" : "7.17.0", "minimum_index_compatibility_version" : "7.0.0" }, "tagline" : "You Know, for Search" } 1
c01029875a091076ed42cdb3a41c10b1a9a5a20f 1
version.build_hash = '42f05b9372a9a4a470db3b52817899b99a76ee73' 1
abcdefghijkl 1
curl -X GET "http://localhost:9200/_cluster/health" 1
http://localhost:9200 1
0 1
yes 1
https://github.com/Ikvic/llm-myhome1 1

2. Indexing the data

551 / 580 correct (95.0%)

1 insert 19 (3.3%)
2 index 555 (95.7%)
3 put 5 (0.9%)
4 add 1 (0.2%)

3. Searching: score for top record

434 / 580 correct (74.8%)

1 94.05 13 (2.2%)
2 84.05 439 (75.7%)
3 74.05 117 (20.2%)
4 64.05 7 (1.2%)

4. Filtering: 3rd document

522 / 580 correct (90.0%)

1 How do I debug a docker container? 30 (5.2%)
2 How do I copy files from a different folder into docker container’s working directory? 528 (91.0%)
3 How do Lambda container images work? 10 (1.7%)
4 How can I annotate a graph? 5 (0.9%)

5. Prompt length

462 / 580 correct (79.7%)

1 962 27 (4.7%)
2 1462 465 (80.2%)
3 1962 24 (4.1%)
4 2462 57 (9.8%)

6. Number of tokens

452 / 580 correct (77.9%)

1 122 23 (4.0%)
2 222 22 (3.8%)
3 322 455 (78.4%)
4 422 68 (11.7%)

Calculated: 11 October 2024, 08:34