Tag: data-science

Aug 25, 2025

• ai
• book-review
• books
• data-science
• digital-garden
• index
• knowledge-base
• knowledge-management
• learning
• personal-wiki
• productivity
• programming
• system-thinking

Jan 10, 2024

• data-science
• data/data-cleaning
• data/data-drift
• data/eda
• machine-learning
• machine-learning/ml-engineering
• ai
• ai/data-centric-ai
• article
• data-cleaning
• data-quality
• digital-garden
• model-evaluation
• python

Jan 06, 2024

• ai
• article
• artificial-intelligence
• books
• data-science
• engineering
• machine-learning
• python
• strategy
• system-thinking

Jan 06, 2024

• ai
• article
• computer-vision
• data-science
• digital-garden
• machine-learning
• programming
• python

Jan 06, 2024

• article
• business-analysis
• data-science
• data/eda
• dataeda
• design-sprint
• design-thinking
• digital-garden
• machine-learning
• problem-solving
• project-management
• strategy

Jan 06, 2024

• computer-vision
• neural-networks
• transformers
• Python
• analytics
• article
• best-practices
• data
• data-science
• data/eda
• eda
• machine-learning
• methodology
• programming
• statistics
• uncertainty

Jan 06, 2024

• algorithms
• article
• categorical-data
• data-engineering
• data-preprocessing
• data-science
• digital-garden
• embedding
• encoding
• feature-engineering
• machine-learning
• neural-networks
• one-hot-encoding

Jan 06, 2024

• ai
• algorithms
• article
• data-science
• digital-garden
• machine-learning
• python
• recommendation-systems

Jan 06, 2024

• AI
• LLM
• ai
• article
• data-science
• development
• gpt
• machine-learning
• natural-language
• nlp
• programming
• python
• technology
• tools
• transformers

Jan 06, 2024

• ETL
• books
• cloud
• data-drift
• data-engineering
• data-science
• data-warehouse
• database
• digital-garden
• etl
• programming

Jan 06, 2024

• book-review
• business
• data-science
• economics
• mathematics
• optimimization
• sports
• statistics
• strategy

Jan 06, 2024

• system-architecture
• ai
• book-review
• books
• business
• data-engineering
• data-science
• machine-learning
• mlops
• non-fiction
• system-thinking

Jan 06, 2024

• data-science
• design-patterns
• ai
• book-review
• books
• digital-garden
• machine-learning
• system-thinking

Jan 06, 2024

• automation
• aws
• azure
• books
• cloud
• continuous-improvement
• data-engineering
• data-science
• devops
• digital-garden
• git
• github
• machine-learning
• mlops

Jan 06, 2024

• algorithms
• bayesian
• book-review
• books
• data-science
• digital-garden
• machine-learning
• product-recommendation
• ranking-systems
• recommender-systems
• science
• statistics
• user-experience

Jan 06, 2024

• books
• data-science
• development
• docker
• non-fiction
• programming
• python
• software-engineering
• version-control
• web-development

Jan 06, 2024

• book-review
• books
• calling-bullshit
• critical-thinking
• data-science
• digital-garden
• non-fiction
• science
• statistics

Jan 06, 2024

• book-list
• books
• data-science
• history
• machine-learning
• management
• non-fiction
• programming

Jan 02, 2024

• ai
• ai-strategy
• article
• business-strategy
• data-science
• data/data-management
• data/strategy
• decision-making
• design-thinking
• digital-garden
• execution
• frameworks
• governance
• implementation
• machine-learning
• management
• organizational-change
• planning
• strategy

Dec 04, 2023

• data/outliers
• article
• best-practices
• data-cleaning
• data-quality
• data-science
• data/class-imbalance
• data/data-cleaning
• digital-garden
• domain-knowledge
• knowledge-management

Dec 04, 2023

• uncertainty
• article
• data-quality
• data-science
• data-validation
• data/eda
• data/validation
• digital-garden
• machine-learning
• ml/model-evaluation
• model-evaluation
• statistics

Dec 04, 2023

• ai
• article
• data-science
• digital-garden
• interpretability
• machine-learning
• science

Dec 04, 2023

• data-science
• machine-learning/modeling
• article
• catboost
• decision-trees
• digital-garden
• gradient-boosting
• machine-learning
• modeling
• xgboost

Dec 04, 2023

• machine-learning
• anomaly-detection
• article
• aws
• data-analysis
• data-science
• digital-garden
• time-series
• unsupervised-learning

Dec 04, 2023

• ai
• article
• data-science
• digital-garden
• machine-learning
• nlp
• programming

Dec 04, 2023

• about
• article
• career
• data-science
• digital-garden
• education
• engineering
• github
• knowledge
• machine-learning
• maritime
• personal
• personal-story
• programming

Dec 04, 2023

• article
• data-architecture
• data-engineering
• data-science
• data-storage
• data-warehouse
• data/data-lake
• data/lakehouse
• data/snowflake
• data/warehouse
• data/warehouse/fabric
• data/warehouse/snowflake
• database
• date/engineering
• digital-garden
• machine-learning

Dec 04, 2023

• article
• bayesian
• causality
• confounders
• data-science
• digital-garden
• finance
• mathematics
• probability
• statistics
• statistics/brownian-motion
• statistics/casuality

Oct 29, 2023

• book-review
• books
• business
• business-communications
• communication
• corporate
• data
• data-analysis
• data-science
• data-science-strategy
• data-storytelling
• data/communication
• data/hypothesis-testing
• data/lift-analysis
• decision-making
• digital-garden
• metrics
• stakeholder-communication
• stakeholder-management
• value-proposition

Oct 29, 2023

• book-review
• books
• dashboards
• data
• data-science
• data-visualization
• data/data-visualization
• deployment
• digital-garden
• programming
• python
• streamlit
• tools
• web-development

Oct 29, 2023

• bayesian
• book-review
• books
• data-science
• digital-garden
• machine-learning
• mathematics
• modeling
• science
• statistics

Oct 29, 2023

• book-review
• books
• communication
• data
• data-science
• data/eda
• data/strategy
• decision-making
• digital-garden
• management
• psychology
• strategy
• system-thinking

Oct 29, 2023

• ai
• book-review
• books
• data
• data-science
• digital-garden
• explainable-ai
• interpretability
• interpretable-machine-learning
• machine-learning
• machine-learning/feature-engineering
• machine-learning/ml-engineering
• machine-learning/modeling
• machine-learning/models

Oct 29, 2023

• book-review
• books
• data-science
• digital-garden
• feature-engineering
• machine-learning
• machine-learning/feature-engineering
• mathematics
• programming
• statistics

Oct 29, 2023

• analytics
• book-review
• books
• business
• customer-retention
• data-science
• data/churn
• digital-garden
• machine-learning
• product
• statistics
• strategy

Oct 29, 2023

• book-review
• books
• data-science
• deployment
• digital-garden
• docker
• machine-learning
• machine-learning/ml-engineering
• machine-learning/modeling
• ml-engineering
• ml-preprocessing
• ml/frameworks
• mlflow
• python
• tools

Oct 29, 2023

• ai
• analytics
• book-review
• books
• business
• communication
• data-analysis
• data-science
• decision-making
• digital-garden
• machine-learning
• management
• strategy

Oct 29, 2023

• ai
• book-review
• books
• data
• data-science
• digital-garden
• learning
• machine-learning
• machine-learning/modeling
• machine-learning/models/PCA
• machine-learning/models/SVM
• machine-learning/models/knn
• machine-learning/reinforcement-learning
• mathematics
• neural-networks
• science
• unsupervised-learning

Oct 29, 2023

• app-development
• book-review
• books
• data-engineering
• data-science
• data-structures
• digital-garden
• programming
• programming/meta
• programming/object-oriented
• programmingadvanced
• programminginternals
• python
• web-development

Aug 14, 2023

• data
• database
• ai
• article
• data-drift
• data-engineering
• data-science
• data/data-drift
• machine-learning
• mathematics
• probability
• statistics

Aug 09, 2023

• article
• data-science
• development
• fast-api
• pandas
• programming
• python
• testing
• tools
• web-development

Apr 23, 2023

• ideating
• ai
• collaboration
• data-science
• design-sprint
• machine-learning
• management
• project-planning
• team-building
• workshop