Home

• projects — 2 min

BigData/

• APIs — 1.6 min
• Database-History — 0.9 min
• Hadoop-Full — 5 min
• Hadoop — 1.6 min
• MCP — 3.7 min
• Networking-1 — 3.4 min
• Networking-2-Containers — 2.9 min
• Oreilly — 2.7 min
• Snowflake — 2.5 min
• Spark — 7.3 min

BigData-AWS/

• Analytics-OpenSearch — 0.4 min
• Analytics — 0.2 min
• _AWS-MOC — 1 min
• Compute — 0.5 min
• Containers — 1 min
• DB-Aurora — 1.4 min
• DB-DynamoDB — 1.8 min
• DB-RDS — 0.3 min
• DB — 0.1 min
• MLAI — 0.5 min

LLM-RAG/

• 00-Building-Blocks — 2.3 min
• 01-RAG-Intro — 2.2 min
• 02-RAG-System-Design — 0.8 min
• 03-INDEXING — 2.8 min
• 04-GENERATING — 2.6 min
• 05-Evaluating — 3.5 min
• 06-Adv-Systems — 3 min
• 07-RAG-Ops — 2.2 min
• 08-RAG-Variants — 3.3 min
• 09-Current — 0.8 min
• OpenTelemetry-Observability — 0.8 min

ML/

• ML-01 — 4.2 min
• ML-03-Classification — 8.3 min
• ML-04-Regression — 1.2 min
• ML-07-Ensemble — 3.1 min
• ML-10-DL — 5.7 min
• _ML-MOC — 0.3 min
• ML-TS — 15.7 min

ML-Atomic/

• Lift
• Over-Under-Fitting
• Random-Subspaces-Patches
• Regularization
• TS-Forecasting-Methods
• TS-Stationarity
• TS-Windowing
• Vanishing-Gradients

Statistics/

• Statistics-Taxonomy — 4 min
• Stats-Glossary — 23.1 min
• Assets-Stats-Taxonomy/
  • 1-Foundations/
  • Linear-Algebra — 0.9 min
  • Probability-MOC — 2.9 min
  • 2-Descriptive/
  • AutoEncoding — 0.9 min
  • Clustering — 2.5 min
  • Dimensionality-Reduction — 1.2 min
  • EDA — 0.3 min
  • RelativePosition-EmpiricalRule-Chebyshev — 1.7 min
  • Similarity — 1.4 min
  • Topic-Modeling — 3.4 min
  • Univariate-Descriptive-Statistics — 2 min
  • 4-Extensions/
  • Anomaly-Detection — 7.4 min
  • Association-Rules — 1.1 min
  • Bayes-MCMC — 15.3 min
  • Bayesian-Networks — 1.6 min
  • Stats-AB/
    • AB-Testing — 1 min
    • Google-AB-Course — 2 min
• Cards/
  • Data-Types-Analysis-Choice — 2.2 min
  • OLS-Assumptions-BLUE — 3.5 min
  • Power — 1.5 min
  • Quantile-plots — 0.5 min
  • R-functions-p-q-d-r — 0.6 min
  • Regression — 5.2 min
  • Symbols — 4 min