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Target URL
https://lock-in-deepak.pages.dev/
Page Title
45-Day Lock In · Data Science
Status
Active
Host Information
Domain
lock-in-deepak.pages.dev
Server
cloudflare
Country
United States
IP Address
172.66.47.181
ASN Information
13335
CLOUDFLARENET
Technologies
HSTS
Security
Cloudflare
CDN
HTTP/3
Miscellaneous
SSL Certificate
HTTPS Enabled
Secure
Certificate Issuer
N/A
Valid From
2026-04-06 06:53:41
Valid Until
2027-04-07 06:53:41
Subject Name
lock-in-deepak.pages.dev
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35
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3
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3
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180.02 KB
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*
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9e871dddaebc6afb-SEA
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public, max-age=0, must-revalidate
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text/html; charset=utf-8
Date
Tue, 07 Apr 2026 06:53:41 GMT
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Technology Stack Analysis
HSTS
Security
HTTP Strict Transport Security (HSTS) informs browsers that the site should only be accessed using HTTPS.
Cloudflare
CDN
Cloudflare is a web-infrastructure and website-security company, providing content-delivery-network services, DDoS mitigation, Internet security, and distributed domain-name-server services.
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External Links 146
NPNumPy Official Quickstartnumpy.org↗
numpy.org
Target URL
https://numpy.org/doc/stable/user/quickstart.html
YTNumPy in 60 MinutesYouTube · freeCodeCamp↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=QUT1VHiLmmI
KGKaggle Python + NumPyKaggle Learn (free)↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/python
PDPandas Official Getting Startedpandas.pydata.org↗
pandas.pydata.org
Target URL
https://pandas.pydata.org/docs/getting_started/intro_tutorials/
KGKaggle Pandas CourseKaggle Learn (free)↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/pandas
YTPandas in 1 Hour — Tech With TimYouTube↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=vmEHCJofslg
MPMatplotlib Official Tutorialsmatplotlib.org↗
matplotlib.org
Target URL
https://matplotlib.org/stable/tutorials/index.html
SBSeaborn Official Tutorialseaborn.pydata.org↗
seaborn.pydata.org
Target URL
https://seaborn.pydata.org/tutorial.html
KGKaggle Data VisualisationKaggle Learn (free)↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/data-visualization
PLPlotly Python Open Sourceplotly.com (free)↗
plotly.com
Target URL
https://plotly.com/python/
YTPlotly Dash TutorialYouTube · Charming Data↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=hSPmj7mK6ng
YTPython OOP — Corey SchaferYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/playlist?list=PL-osiE80TeTsqhIuOqKhwlXsIBIdSeZtO
RPReal Python — OOP in Pythonrealpython.com (free)↗
realpython.com
Target URL
https://realpython.com/python3-object-oriented-programming/
YTPython Tips& Tricks — freeCodeCampYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=rrCmkFD5MHQ
RPFluent Python concepts (free excerpts)realpython.com↗
realpython.com
Target URL
https://realpython.com/python-generators/
RPPython Environments — Real Pythonrealpython.com (free)↗
realpython.com
Target URL
https://realpython.com/python-virtual-environments-a-primer/
JPJupyter Official Documentationjupyter.org (free)↗
jupyter-notebook.readthedocs.io
Target URL
https://jupyter-notebook.readthedocs.io/en/stable/
KGKaggle Notebooks (free cloud environment)Kaggle↗
www.kaggle.com
Target URL
https://www.kaggle.com/code
MDMode SQL Tutorialmode.com (free)↗
mode.com
Target URL
https://mode.com/sql-tutorial/
SZSQLZoo Interactivesqlzoo.net (free)↗
sqlzoo.net
Target URL
https://sqlzoo.net/
KGKaggle Intro to SQLKaggle Learn (free)↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/intro-to-sql
VJVisual JOIN explanationsql-joins.leopard.in.ua↗
sql-joins.leopard.in.ua
Target URL
https://sql-joins.leopard.in.ua/
KGWindow Functions — Kaggle Advanced SQLKaggle Learn (free)↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/advanced-sql
MDMode SQL Window Functionsmode.com (free)↗
mode.com
Target URL
https://mode.com/sql-tutorial/sql-window-functions/
MDCTEs in SQL — Modemode.com (free)↗
mode.com
Target URL
https://mode.com/sql-tutorial/sql-with-statement/
LCLeetCode SQL (free tier)LeetCode↗
leetcode.com
Target URL
https://leetcode.com/problemset/database/
HRHackerRank SQL (free)HackerRank↗
www.hackerrank.com
Target URL
https://www.hackerrank.com/domains/sql
UIUse The Index, Luke (free book)use-the-index-luke.com↗
use-the-index-luke.com
Target URL
https://use-the-index-luke.com/
MGMongoDB University (free courses)learn.mongodb.com↗
learn.mongodb.com
Target URL
https://learn.mongodb.com/
KAKhan Academy Statistics (free)khanacademy.org↗
www.khanacademy.org
Target URL
https://www.khanacademy.org/math/statistics-probability
YTStatQuest — Statistics FundamentalsYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/playlist?list=PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9
YTStatQuest Distributions playlistYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=iYiOVISWXS4
KAKhan Academy Probabilitykhanacademy.org (free)↗
www.khanacademy.org
Target URL
https://www.khanacademy.org/math/statistics-probability/probability-library
YTStatQuest CLT (10 min)YouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=YAlJCEDH2uY
YTStatQuest Hypothesis TestingYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=0oc49DyA3hU
KAKhan Academy Significance Testskhanacademy.org (free)↗
www.khanacademy.org
Target URL
https://www.khanacademy.org/math/statistics-probability/significance-tests-one-sample
YTStatQuest p-valuesYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=vemZtEM63GY
YT3Blue1Brown — Bayes TheoremYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=HZGCoVF3YvM
GHProbabilistic Programming& Bayesian Methods (free book)camdavidsonpilon.github.io↗
github.com
Target URL
https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
EMEvan Miller Sample Size Calculator + Theoryevanmiller.org (free)↗
www.evanmiller.org
Target URL
https://www.evanmiller.org/ab-testing/
UDUdacity A/B Testing Free CourseUdacity (free)↗
www.udacity.com
Target URL
https://www.udacity.com/course/ab-testing--ud257
CBCalling Bullshit — free lecture seriescallingbullshit.org (free)↗
www.callingbullshit.org
Target URL
https://www.callingbullshit.org/videos.html
YT3Blue1Brown — Essence of Linear AlgebraYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
KAKhan Academy Linear Algebrakhanacademy.org (free)↗
www.khanacademy.org
Target URL
https://www.khanacademy.org/math/linear-algebra
YT3Blue1Brown EigenvaluesYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=PFDu9oVAE-g
YTStatQuest PCAYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=FgakZw6K1QQ
YT3Blue1Brown — Essence of CalculusYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
BKMathematics for Machine Learning (free textbook)mml-book.github.io↗
mml-book.github.io
Target URL
https://mml-book.github.io/
STCS229 Notes — Andrew Ng (free)cs229.stanford.edu↗
cs229.stanford.edu
Target URL
https://cs229.stanford.edu/main_notes.pdf
KGKaggle Data CleaningKaggle Learn (free)↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/data-cleaning
KGFeature Engineering — Kaggle Learn (free)Kaggle Learn↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/feature-engineering
YTStatQuest CorrelationYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=xZ_z8KWkhXE
H2H2O Feature Engineering (free)h2o.ai (free)↗
www.h2o.ai
Target URL
https://www.h2o.ai/resources/
SKScikit-learn Preprocessing Guidescikit-learn.org (free)↗
scikit-learn.org
Target URL
https://scikit-learn.org/stable/modules/preprocessing.html
SKCategory Encoders library docs (free)contrib.scikit-learn.org↗
contrib.scikit-learn.org
Target URL
https://contrib.scikit-learn.org/category_encoders/
YTStatQuest Linear RegressionYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=nk2CQITm_eo
COAndrew Ng ML Course (free audit)Coursera / DeepLearning.AI↗
www.coursera.org
Target URL
https://www.coursera.org/learn/machine-learning
YTStatQuest Logistic RegressionYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=yIYKR4sgzI8
YTStatQuest Decision TreesYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=7VeUPuFGJHk
YTStatQuest Random ForestYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=J4Wdy0Wc_xQ
YTStatQuest Gradient BoostingYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=3CC4N4z3GJc
XGXGBoost Documentation (free)xgboost.readthedocs.io↗
xgboost.readthedocs.io
Target URL
https://xgboost.readthedocs.io/en/latest/tutorials/model.html
KGKaggle Intermediate ML (trees)Kaggle Learn (free)↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/intermediate-machine-learning
YTStatQuest SVMYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=efR1C6CvhmE
YTStatQuest KNNYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=HVXime0nQeI
YTStatQuest Naive BayesYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=O2L2Uv9pdDA
YTStatQuest K-MeansYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=4b5d3muPQmA
SKScikit-learn DBSCAN Guidescikit-learn.org (free)↗
scikit-learn.org
Target URL
https://scikit-learn.org/stable/modules/clustering.html#dbscan
YTStatQuest t-SNEYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=NEaUSP4YerM
UMUMAP documentation (free)umap-learn.readthedocs.io↗
umap-learn.readthedocs.io
Target URL
https://umap-learn.readthedocs.io/en/latest/basic_usage.html
YTStatQuest Bias& VarianceYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=EuBBz3bI-aA
SKScikit-learn CV Guidescikit-learn.org (free)↗
scikit-learn.org
Target URL
https://scikit-learn.org/stable/modules/cross_validation.html
GGGoogle ML Crash Course — MetricsGoogle (free)↗
developers.google.com
Target URL
https://developers.google.com/machine-learning/crash-course/classification/accuracy
ILimbalanced-learn documentation (free)imbalanced-learn.org↗
imbalanced-learn.org
Target URL
https://imbalanced-learn.org/stable/user_guide.html
OPOptuna Quick Start (free)optuna.readthedocs.io↗
optuna.readthedocs.io
Target URL
https://optuna.readthedocs.io/en/stable/tutorial/10_key_features/001_first.html
SKScikit-learn Model Selectionscikit-learn.org (free)↗
scikit-learn.org
Target URL
https://scikit-learn.org/stable/modules/grid_search.html
SKScikit-learn Pipeline Guidescikit-learn.org (free)↗
scikit-learn.org
Target URL
https://scikit-learn.org/stable/modules/compose.html
SRSurprise Library — RecSys (free)surpriselib.com↗
surpriselib.com
Target URL
http://surpriselib.com/
FAfast.ai Vision Part 1 (free)course.fast.ai↗
course.fast.ai
Target URL
https://course.fast.ai/
KGKaggle Time Series Course (free)Kaggle Learn↗
www.kaggle.com
Target URL
https://www.kaggle.com/learn/time-series
PRProphet documentation (free)facebook.github.io/prophet↗
facebook.github.io
Target URL
https://facebook.github.io/prophet/docs/quick_start.html
YTAndrej Karpathy — Neural Nets Zero to HeroYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ
YTAndrej Karpathy — micrograd walkthroughYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=VMj-3S1tku0
YT3Blue1Brown BackpropYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=Ilg3gGewQ5U
BLSebastian Ruder — Optimizer Overview (free blog)ruder.io↗
www.ruder.io
Target URL
https://www.ruder.io/optimizing-gradient-descent/
STCS231n CNN notes (free)cs231n.github.io↗
cs231n.github.io
Target URL
https://cs231n.github.io/convolutional-networks/
BLColah's LSTM blog (free, legendary)colah.github.io↗
colah.github.io
Target URL
https://colah.github.io/posts/2015-08-Understanding-LSTMs/
BLIllustrated Transformer (free blog)jalammar.github.io↗
jalammar.github.io
Target URL
https://jalammar.github.io/illustrated-transformer/
YTAndrej Karpathy GPT from scratchYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=kCc8FmEb1nY
AXAttention Is All You Need (original paper)arxiv.org (free)↗
arxiv.org
Target URL
https://arxiv.org/abs/1706.03762
PTPyTorch Official Tutorials (free)pytorch.org↗
pytorch.org
Target URL
https://pytorch.org/tutorials/beginner/basics/intro.html
HFHuggingFace Fine-tuning Guidehuggingface.co (free)↗
huggingface.co
Target URL
https://huggingface.co/docs/transformers/training
PTPyTorch LR Scheduler Docspytorch.org (free)↗
pytorch.org
Target URL
https://pytorch.org/docs/stable/optim.html#how-to-adjust-learning-rate
PTPyTorch AMP Tutorial (free)pytorch.org↗
pytorch.org
Target URL
https://pytorch.org/tutorials/recipes/recipes/amp_recipe.html
NLNLTK official book (free)nltk.org/book↗
www.nltk.org
Target URL
https://www.nltk.org/book/
SPspaCy course (free)spacy.io↗
course.spacy.io
Target URL
https://course.spacy.io/
SKScikit-learn text feature extractionscikit-learn.org (free)↗
scikit-learn.org
Target URL
https://scikit-learn.org/stable/modules/feature_extraction.html#text-feature-extraction
STCS224N Word Vectors lecture (free)web.stanford.edu↗
web.stanford.edu
Target URL
https://web.stanford.edu/class/cs224n/
BLJay Alammar Word2Vec illustratedjalammar.github.io (free)↗
jalammar.github.io
Target URL
https://jalammar.github.io/illustrated-word2vec/
HFHuggingFace NLP Course (free)huggingface.co/learn↗
huggingface.co
Target URL
https://huggingface.co/learn/nlp-course/
BLIllustrated BERTjalammar.github.io (free)↗
jalammar.github.io
Target URL
https://jalammar.github.io/illustrated-bert/
SPspaCy NER tutorial (free)spacy.io↗
spacy.io
Target URL
https://spacy.io/usage/linguistic-features
SBSBERT documentation (free)sbert.net↗
www.sbert.net
Target URL
https://www.sbert.net/
HFHuggingFace Tasks (free)huggingface.co↗
huggingface.co
Target URL
https://huggingface.co/tasks
PTPyTorch Image Classification Tutorialpytorch.org (free)↗
pytorch.org
Target URL
https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html
YLUltralytics YOLO docs (free)docs.ultralytics.com↗
docs.ultralytics.com
Target URL
https://docs.ultralytics.com/
ABAlbumentations tutorial (free)albumentations.ai↗
albumentations.ai
Target URL
https://albumentations.ai/docs/
YTViT paper explained — Yannic KilcherYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=TrdevFK_am4
YTLet's build the GPT tokeniser — KarpathyYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=zduSFxRajkE
ANAnthropic Prompt Engineering Guide (free)docs.anthropic.com↗
docs.anthropic.com
Target URL
https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview
OAOpenAI Prompt Engineering Guide (free)platform.openai.com↗
platform.openai.com
Target URL
https://platform.openai.com/docs/guides/prompt-engineering
PEDAIR.AI Prompt Engineering Guide (free)promptingguide.ai↗
www.promptingguide.ai
Target URL
https://www.promptingguide.ai/
LCLangChain RAG Tutorial (free)python.langchain.com↗
python.langchain.com
Target URL
https://python.langchain.com/docs/tutorials/rag/
LILlamaIndex RAG documentation (free)docs.llamaindex.ai↗
docs.llamaindex.ai
Target URL
https://docs.llamaindex.ai/en/stable/
HFHuggingFace PEFT / LoRA guide (free)huggingface.co↗
huggingface.co
Target URL
https://huggingface.co/docs/peft/conceptual_guides/lora
GHAxolotl fine-tuning (free, open source)github.com/OpenAccess-AI↗
github.com
Target URL
https://github.com/axolotl-ai-cloud/axolotl
LCLangChain Python Docs (free)python.langchain.com↗
python.langchain.com
Target URL
https://python.langchain.com/docs/introduction/
RGRAGAS — RAG evaluation framework (free)docs.ragas.io↗
docs.ragas.io
Target URL
https://docs.ragas.io/
FSFAISS documentation (free)faiss.ai↗
faiss.ai
Target URL
https://faiss.ai/
CHChroma quickstart (free)docs.trychroma.com↗
docs.trychroma.com
Target URL
https://docs.trychroma.com/getting-started
HFHugging Face Diffusion Models Course (free)huggingface.co/learn↗
huggingface.co
Target URL
https://huggingface.co/learn/diffusion-course/unit0/1
HFAnnotated Diffusion Model (free blog)huggingface.co blog↗
huggingface.co
Target URL
https://huggingface.co/blog/annotated-diffusion
YTCLIP paper explained — Yannic KilcherYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=T9XSU0pKX2E
DLDeepLearning.AI AI Agents Course (free)deeplearning.ai↗
www.deeplearning.ai
Target URL
https://www.deeplearning.ai/short-courses/ai-agents-in-langgraph/
FPFastAPI Official Tutorial (free)fastapi.tiangolo.com↗
fastapi.tiangolo.com
Target URL
https://fastapi.tiangolo.com/tutorial/
DKDocker Official Get Started (free)docs.docker.com↗
docs.docker.com
Target URL
https://docs.docker.com/get-started/
YTTechWorld with Nana — Docker full courseYouTube (free)↗
www.youtube.com
Target URL
https://www.youtube.com/watch?v=3c-iBn73dDE
GTPro Git book (free)git-scm.com↗
git-scm.com
Target URL
https://git-scm.com/book/en/v2
MLMLflow Quickstart (free)mlflow.org↗
mlflow.org
Target URL
https://mlflow.org/docs/latest/quickstart.html
WBW&B quickstart (free tier)wandb.ai↗
docs.wandb.ai
Target URL
https://docs.wandb.ai/quickstart
STStreamlit official docs (free)docs.streamlit.io↗
docs.streamlit.io
Target URL
https://docs.streamlit.io/
GHGitHub Actions Quickstart (free)docs.github.com↗
docs.github.com
Target URL
https://docs.github.com/en/actions/quickstart
AWAWS SageMaker Studio Lab (free tier)studiolab.sagemaker.aws↗
studiolab.sagemaker.aws
Target URL
https://studiolab.sagemaker.aws/
GCGoogle Cloud ML free tiercloud.google.com↗
cloud.google.com
Target URL
https://cloud.google.com/free
EVEvidently AI (free, open source)evidentlyai.com↗
docs.evidentlyai.com
Target URL
https://docs.evidentlyai.com/
FSFeast documentation (free)docs.feast.dev↗
docs.feast.dev
Target URL
https://docs.feast.dev/
SHSHAP documentation (free)shap.readthedocs.io↗
shap.readthedocs.io
Target URL
https://shap.readthedocs.io/en/latest/
BLStorytelling with Data (free blog content)storytellingwithdata.com↗
www.storytellingwithdata.com
Target URL
https://www.storytellingwithdata.com/blog
TBTableau Public (free)public.tableau.com↗
public.tableau.com
Target URL
https://public.tableau.com/
PBPower BI Desktop (free)microsoft.com↗
powerbi.microsoft.com
Target URL
https://powerbi.microsoft.com/desktop/
JPNbformat& best practices guidedocs.jupyter.org (free)↗
docs.jupyter.org
Target URL
https://docs.jupyter.org/en/latest/
BKChip Huyen ML Interviews book (free)huyenchip.com↗
huyenchip.com
Target URL
https://huyenchip.com/ml-interviews-book/
MWMade With ML — MLOps Designmadewithml.com (free)↗
madewithml.com
Target URL
https://madewithml.com/
CVGoogle Slides or Canva (free)canva.com↗
www.canva.com
Target URL
https://www.canva.com/
BLNick Singh — DS Interview Q&A (free)nicksingh.com↗
www.nicksingh.com
Target URL
https://www.nicksingh.com/posts/40-probability-statistics-data-science-interview-questions-asked-by-fang-wall-street
PMPramp — free mock interviewspramp.com↗
www.pramp.com
Target URL
https://www.pramp.com/
Requested Domains 3
fonts.googleapis.com
Unknown Type
No category information available
fonts.gstatic.com
Unknown Type
No category information available
lock-in-deepak.pages.dev
Apex domain
No category information available