analytics-and-ml-foundations
No description available.
File Explorer
- dashboard_app.py
- bi_data.csv
- 01_prepare_bi_data.ipynb
- powerbi_page1.png
- powerbi_page2.png
- powerbi_page3.png
- powerbi_page4.png
- prepare_bi_data.py
- 0a-business-analyst-role.md
- 1-project-structure-ba.md
- 5-github-fundamentals-ba.md
- a-business-metrics-kpis.md
- b-data-driven-decision-making.md
- c-basic-data-analysis-business.md
- d-data-visualization-stakeholders.md
- e-business-intelligence-platforms.md
- .gitignore
- cheat-sheet.md
- final-quiz-answers.md
- final-quiz.md
- interview-questions.md
- README.md
- requirements.txt
- 01_eda_analysis.ipynb
- price_dist.png
- eda_report.py
- 0-roles-domains-analyst.md
- 1-data-types-handling.md
- 2-alt-ide-jupyter-analytics.md
- 3-github-fundamentals-analyst.md
- 6-project-structure-analyst.md
- 7-terminal-basics-analytics.md
- 4-eda-exploratory-data-analysis.md
- 5-data-visualization-storytelling.md
- 8-sql-basics-for-analytics.md
- 10-building-analytics-dashboards.md
- 9-statistical-analysis-testing.md
- .gitignore
- cheat-sheet.md
- final-quiz-answers.md
- final-quiz.md
- interview-questions.md
- README.md
- requirements.txt
- real_estate_dataset.csv
- fairness_analysis.ipynb
- feature_engineering_explore.ipynb
- house-price-eda.ipynb
- hypothesis_formation.ipynb
- business_impact_calculator.py
- experiment_tracking.py
- fairness_audit.py
- feature_engineering.py
- model_selection_baseline.py
- problem_framing_demo.py
- train_test_split_demo.py
- test_core.py
- 0-roles-domains-data-scientist.md
- 1-problem-framing-scoping.md
- 2-jupyter-ide-setup.md
- 3-github-fundamentals.md
- 10-train-test-split-deep-dive.md
- 4-exploratory-hypothesis-formation.md
- 5-feature-engineering-strategy.md
- 6-model-selection-tradeoffs.md
- 7-experiment-tracking-reproducibility.md
- 8-insights-to-business-translation.md
- 9-ethics-fairness-responsible-ai.md
- .gitignore
- cheat-sheet.md
- config.yaml
- CONTRIBUTING.md
- final-quiz-answers.md
- final-quiz.md
- interview-questions.md
- README.md
- requirements.txt
- setup.py
- app.py
- 01_ml_pipeline.ipynb
- predict.py
- train.py
- 0a-roles-domains.md
- 0b-ml-subfields.md
- 0c-modern-ai-concepts.md
- 0d-supervised-unsupervised-reinforcement.md
- 0e-regression-classification-clustering.md
- 0f-labeled-unlabeled-data.md
- 0g-data-types.md
- 1-ide-jupyter-colab.md
- 2-project-structure.md
- 3-terminal-basics.md
- 4-virtual-environments.md
- 5-github-fundamentals.md
- 6-train-test-concepts.md
- 7-model-selection.md
- 8-deployment-streamlit.md
- .gitignore
- cheat-sheet.md
- final-quiz-answers.md
- final-quiz.md
- interview-questions.md
- README.md
- requirements.txt
- README.md
- run_pipeline.sh
# Use via CDN
jsDelivrjsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.
Command Glossary
Commands referenced in this DOCs, explained below.
git clone
View Details ▼
git clone
Clone an existing repository.
git clone {{remote_repository_location}} {{path/to/directory}}
Clone an existing repository into a new directory (the default directory is the repository name):
git clone --recursive {{remote_repository_location}}
Clone an existing repository and its submodules:
git clone {{[-n|--no-checkout]}} {{remote_repository_location}}
Clone only the `.git` directory of an existing repository:
pip install
View Details ▼
pip install
Install Python packages.
pip install {{package1 package2 ...}}
Install one or more packages:
pip install {{package1 package2 ...}} {{[-U|--upgrade]}}
Upgrade all specified packages to the latest version, installing any that are not already present:
pip install {{package}}=={{version}}
Install a specific version of a package:
python
View Details ▼
python
Python language interpreter.
python
Start a REPL (interactive shell):
python {{path/to/file.py}}
Execute a specific Python file:
python -i {{path/to/file.py}}
Execute a specific Python file and start a REPL:
