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DataTalksClub

15 indexed repositories · View on GitHub

mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

Jupyter Notebook · 15308 stars
machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼

Jupyter Notebook · 14481 stars
llm-zoomcamp
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answe...

Jupyter Notebook · 7313 stars
ai-dev-tools-zoomcamp
A free, hands-on course on using AI developer tools to build, test, deploy, extend, and audit software without losing engineering discipl...

Python · 1626 stars
stock-markets-analytics-zoomcamp
Course Materials for Analytics in Stock Markets Zoomcamp

Jupyter Notebook · 1001 stars
datatalksclub.github.io
The web page for DataTalks.Club, a global online community of data enthusiasts

Python · 381 stars
course-management-platform
Django-based course management platform for Zoomcamps

Python · 85 stars
docs

SCSS · 19 stars
faq
FAQ for Zoomcamp courses

Python · 7 stars
datamailer
Django mailing service for audiences, campaigns, transactional email, and engagement tracking

Python · 3 stars
dataops
DataTalks.Club operations portal planning and implementation

TypeScript · 2 stars
podwiki

Python · 0 stars
relay
Centralized task and email relay service for DataTalksClub

Python · 0 stars
website

Python · 0 stars
community-base
Shared Django apps for DataTalks.Club community sites

Python · 0 stars

Beginner friendly Everything

Open All

D3.1 phase 2: Switch course-platform readers to courses.LearnerProfile Open

auth courses data-migration enhancement P1

Difficulty 4/5 3-5 days Newbie friendliness 45/100

DataTalksClub/website#391 · Opened Sep 15, 2026
D3.1 phase 1: Additive extension schema (courses.LearnerProfile + accounts_ext) Open

auth courses data-migration enhancement P1

Difficulty 5/5 Over a week Newbie friendliness 35/100

DataTalksClub/website#390 · Opened Sep 15, 2026
[FAQ]npm install crashes with "Cannot read properties of null (reading 'edgesOut')" when setting up the Homework 2 frontend Open

faq-proposal

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

DataTalksClub/faq#404 · 1 comment · Opened Sep 15, 2026
[FAQ] Open

faq-proposal

Difficulty 1/5 Under an hour Newbie friendliness 90/100

DataTalksClub/faq#402 · 1 comment · Opened Sep 15, 2026
[AI Dev Tools] Open

faq-proposal

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

DataTalksClub/faq#400 · 1 comment · Opened Sep 14, 2026
[FAQ] Why does my FastAPI backend return "detail: Not Found" at localhost:8000? Open

faq-proposal

Difficulty 1/5 Under an hour Newbie friendliness 90/100

DataTalksClub/faq#398 · 1 comment · Opened Sep 14, 2026
Broken HW links Open

Difficulty 1/5 Under an hour Newbie friendliness 90/100

DataTalksClub/ai-dev-tools-zoomcamp#17 · 1 reaction · Opened Sep 14, 2026
[AI Dev Tools Zoomcamp] Node.js test runner hangs when testing Socket.io and Express integration Open

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

DataTalksClub/faq#397 · Opened Sep 14, 2026
[FAQ] Playwright installed Chromium fine, but my coding agent still can't open a page — why, and what to do instead? Open

faq-proposal

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

DataTalksClub/faq#396 · 1 comment · Opened Sep 13, 2026
[FAQ] Help with agent speed of designing and coding Open

faq-proposal

Difficulty 1/5 Under an hour Newbie friendliness 78/100

DataTalksClub/faq#394 · 2 comments · Opened Sep 13, 2026
[FAQ] Open

faq-proposal

Difficulty 1/5 Under an hour Newbie friendliness 86/100

DataTalksClub/faq#392 · 1 comment · Opened Sep 13, 2026
[FAQ] Projects: What minimum score is required to pass the final project and qualify for the certificate? Open

faq-proposal

Difficulty 1/5 Under an hour Newbie friendliness 88/100

DataTalksClub/faq#390 · 1 comment · Opened Sep 12, 2026
Sandbox host hygiene: deploy-time Docker prune and stale instance id in docs Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

DataTalksClub/relay#23 · Opened Sep 12, 2026
Sandbox host hygiene: deploy-time Docker prune and stale instance id in docs Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

DataTalksClub/relay#24 · Opened Sep 12, 2026
D0.1d Retire old settings storage after the rollback window Open

foundation P1

Difficulty 5/5 Over a week Newbie friendliness 28/100

DataTalksClub/website#385 · 1 comment · Opened Sep 12, 2026
D2.2c Content sync adoption: docs, FAQ and podwiki, retire the staged pipeline Open

content integration P1

Difficulty 5/5 Over a week Newbie friendliness 25/100

DataTalksClub/website#384 · 15 comments · Opened Sep 12, 2026
R6.3 Campaign parity for AISL Open

community-base

Difficulty 5/5 Over a week Newbie friendliness 42/100

DataTalksClub/relay#22 · Opened Sep 12, 2026
D2.1 Mount the Studio shell and re-home DTC Studio pages Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

DataTalksClub/website#377 · 28 comments · Opened Sep 12, 2026
Local dev frontend cannot connect: all interactive /api routes 401 even with valid login token Open

backend bug needs grooming

Difficulty 3/5 1-2 days Newbie friendliness 75/100

DataTalksClub/dataops#227 · 1 comment · Opened Sep 10, 2026
Show the learner transformation from tutorials to independent projects Open

content enhancement frontend P1

Difficulty 4/5 3-5 days Newbie friendliness 52/100

DataTalksClub/website#375 · 3 comments · Opened Sep 10, 2026
Certificate screen should prompt sharing on LinkedIn to drive course visibility Open

courses enhancement P2

Difficulty 3/5 1-2 days Newbie friendliness 76/100

DataTalksClub/website#374 · 2 comments · Opened Sep 10, 2026
Registration confirmation screen should prompt sign-up actions (Slack, Telegram, tweet, YouTube), like the old after-sign-up page did Open

courses enhancement P2

Difficulty 4/5 3-5 days Newbie friendliness 42/100

DataTalksClub/website#373 · 12 comments · Opened Sep 10, 2026
D1.2c Retire the datamailer client, the data app and the studio datamailer views Open

email

Difficulty 5/5 Over a week Newbie friendliness 25/100

DataTalksClub/website#372 · 4 comments · Opened Sep 9, 2026
D1.2a Install the mail app, move PendingUnsubscribe, commit the purpose templates Open

Difficulty 4/5 3-5 days Newbie friendliness 64/100

DataTalksClub/website#367 · Opened Sep 9, 2026
GAP-3: package config definitions carry no lifecycle/cache-policy/sensitivity metadata (D0.1b blocking gap) Open

foundation P2

Difficulty 4/5 3-5 days Newbie friendliness 45/100

DataTalksClub/website#362 · Opened Sep 8, 2026
GAP-3: package config definitions carry no lifecycle/cache-policy/sensitivity metadata (D0.1b blocking gap) Open

foundation P2

Difficulty 3/5 1-2 days Newbie friendliness 64/100

DataTalksClub/website#361 · Opened Sep 8, 2026
GAP-2: package config API has no grouped batch with revision token and idempotent scope (D0.1b blocking gap) Open

foundation P1

Difficulty 4/5 3-5 days Newbie friendliness 48/100

DataTalksClub/website#359 · Opened Sep 8, 2026
GAP-2: package config API has no grouped batch with revision token and idempotent scope (D0.1b blocking gap) Open

foundation P1

Difficulty 4/5 3-5 days Newbie friendliness 45/100

DataTalksClub/website#360 · Opened Sep 8, 2026
GAP-1: package config declare has no validation vocabulary (D0.1b blocking gap) Open

foundation P1

Difficulty 4/5 3-5 days Newbie friendliness 45/100

DataTalksClub/website#358 · Opened Sep 8, 2026
GAP-1: package config declare has no validation vocabulary (D0.1b blocking gap) Open

foundation P1

Difficulty 4/5 3-5 days Newbie friendliness 52/100

DataTalksClub/website#357 · Opened Sep 8, 2026
Suggestion: A checklist file that includes steps to follow while working with agents Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

DataTalksClub/ai-dev-tools-zoomcamp#15 · 1 comment · Opened Sep 8, 2026
D1.1 Replace DTC jobs with the package jobs app (relay backend) Open

enhancement foundation P1

Difficulty 5/5 Over a week Newbie friendliness 35/100

DataTalksClub/website#349 · Opened Sep 8, 2026
Restore the green release matrix: Course creation hits NOT NULL on courses_course.archive_commit_sha Open

bug courses data-migration P0

Difficulty 4/5 3-5 days Newbie friendliness 58/100

DataTalksClub/website#345 · 18 comments · Opened Sep 8, 2026
CI container smoke: GET /unified/ 500, sqlite unable to open database file Open

bug foundation needs grooming P1

Difficulty 3/5 1-2 days Newbie friendliness 68/100

DataTalksClub/website#336 · Opened Sep 8, 2026
D3.1 umbrella: Extension models and user model rename (phased) Open

auth courses data-migration enhancement P1

Difficulty 5/5 Over a week Newbie friendliness 25/100

DataTalksClub/website#334 · 6 comments · Opened Sep 8, 2026
D3.1 Extension models and user model rename Open

auth courses data-migration needs grooming P1

Difficulty 5/5 Over a week Newbie friendliness 30/100

DataTalksClub/website#335 · Opened Sep 8, 2026
R1.1 Relay production environment Open

community-base

Difficulty 5/5 Over a week Newbie friendliness 35/100

DataTalksClub/relay#13 · 1 comment · Opened Sep 7, 2026
Template catalog: versions, preview, test send, typed context Open

api backend docs email P1 transactional

Difficulty 5/5 Over a week Newbie friendliness 25/100

DataTalksClub/datamailer#81 · 2 comments · Opened Sep 7, 2026
A readable non-export source should refuse by name, not by traceback Open

bug data-migration needs grooming operations P2 testing

Difficulty 3/5 1-2 days Newbie friendliness 68/100

DataTalksClub/website#331 · Opened Sep 7, 2026
A read-only prod script should not offer a production write opt-in Open

data-migration enhancement needs grooming operations P2 security testing

Difficulty 4/5 3-5 days Newbie friendliness 48/100

DataTalksClub/website#330 · Opened Sep 7, 2026
test-playwright-smoke fails on its own 600s cap with zero test failures Open

bug infra operations P1 testing

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

DataTalksClub/website#329 · Opened Sep 7, 2026
Reconcile the data-ingest source index with the importers that now exist Open

bug content data-migration documentation operations P2

Difficulty 3/5 1-2 days Newbie friendliness 76/100

DataTalksClub/website#328 · Opened Sep 7, 2026
Correct the surviving Luma and content-layout prose that contradicts the moved pins Open

bug content data-migration documentation events operations P1

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

DataTalksClub/website#327 · Opened Sep 7, 2026
Add a drift check between served content and DataTalksClub/content Open

content documentation enhancement human integration operations P1 testing

Difficulty 4/5 3-5 days Newbie friendliness 68/100

DataTalksClub/website#323 · 5 comments · Opened Sep 7, 2026
Share current Zoomcamp curriculum across live and self-paced cohorts with GitHub archives Open

accessibility auth content courses data-migration enhancement epic frontend integration P1 security seo testing

Difficulty 5/5 Over a week Newbie friendliness 30/100

DataTalksClub/website#320 · 3 comments · Opened Sep 7, 2026
Fix CI runner environment isolation and container smoke database setup Open

bug infra P0 testing

Difficulty 4/5 3-5 days Newbie friendliness 42/100

DataTalksClub/website#319 · 8 comments · Opened Sep 6, 2026
Resolve Planning Docs validation failure for structured SOP sections Open

bug needs grooming process-docs testing

Difficulty 4/5 3-5 days Newbie friendliness 48/100

DataTalksClub/dataops#225 · 1 comment · Opened Sep 6, 2026
Project: Podcast Content Automation & SEO Optimization Open

content enhancement integration needs grooming P2 seo

Difficulty 5/5 Over a week Newbie friendliness 25/100

DataTalksClub/website#314 · 1 comment · Opened Sep 4, 2026
Redesign the podcast landing page: topic filtering + image grid instead of a plain list Open

content enhancement frontend needs grooming P2

Difficulty 5/5 Over a week Newbie friendliness 25/100

DataTalksClub/website#313 · Opened Sep 4, 2026
Issues with 03-orchestration Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

DataTalksClub/llm-zoomcamp#186 · Opened Sep 4, 2026

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