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Intro to Programming : Arithmetic and Variables | Functions | Data Types | Conditions and Conditional Statements | Intro to Lists
Python : Syntax, Variables, and Numbers | Functions and Getting Help | Booleans and Conditionals | Lists | Loops and List Comprehensions | Strings and Dictionaries | Working with External Libraries
Pandas : Creating, Reading and Writing | Indexing, Selecting & Assigning | Summary Functions and Maps | Grouping and Sorting | Data Types and Missing Values | Renaming and Combining
Data Cleaning : Handling Missing Values | Scaling and Normalization | Parsing Dates | Character Encodings | Inconsistent Data Entry
Data Visualization : Hello, Seaborn | Line Charts | Bar Charts and Heatmaps | Scatter Plots | Distributions | Choosing Plot Types and Custom Styles | Final Project
Intro to SQL : Getting Started With SQL and BigQuery | Select, From & Where | Group By, Having & Count | Order By | As & With | Joining Data
Advanced SQL : JOINs and UNIONs | Analytic Functions | Nested and Repeated Data | Writing Efficient Queries
Intro to Machine Learning : Explore Your Data | Your First Machine Learning Model | Model Validation | Underfitting and Overfitting | Random Forests
Intermediate Machine Learning : Introduction | Missing Values | Categorical Variables | Pipelines | Cross-Validation | XGBoost | Data Leakage
Intro to Deep Learning : A Single Neuron | Deep Neural Networks | Stochastic Gradient Descent | Overfitting and Underfitting | Dropout and Batch Normalization | Binary Classification
Intro to AI Ethics : Human-Centered Design for AI | Identifying Bias in AI | AI Fairness | Model Cards

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Name		Name	Last commit message	Last commit date
3d-kinematic-cell-tracking-mitotic-bifurcation.ipynb		3d-kinematic-cell-tracking-mitotic-bifurcation.ipynb
README.md		README.md
acoustic-source-filter-speech-affect-recognition.ipynb		acoustic-source-filter-speech-affect-recognition.ipynb
advanced-soccer-feature-engineering.ipynb		advanced-soccer-feature-engineering.ipynb
affine-lattice-ellipse-packing.ipynb		affine-lattice-ellipse-packing.ipynb
agentic-rag-hallucination-detection.ipynb		agentic-rag-hallucination-detection.ipynb
ai-chips-energy-nuclear-quant-modeling.ipynb		ai-chips-energy-nuclear-quant-modeling.ipynb
ai-mathematical-olympiad-progress-prize-3.ipynb		ai-mathematical-olympiad-progress-prize-3.ipynb
ai-ml-citation-prediction-nlp.ipynb		ai-ml-citation-prediction-nlp.ipynb
airline-satisfaction-gbdt-tabular-resnet.ipynb		airline-satisfaction-gbdt-tabular-resnet.ipynb
algorithmic-memory-valuation-analytics.ipynb		algorithmic-memory-valuation-analytics.ipynb
anime-manga-analytics.ipynb		anime-manga-analytics.ipynb
anime-score-prediction-pipeline.ipynb		anime-score-prediction-pipeline.ipynb
arc-agi-2-grid-transform-solver-with-beam-search.ipynb		arc-agi-2-grid-transform-solver-with-beam-search.ipynb
arc-agi-2-program-synthesis-dihedral-nca.ipynb		arc-agi-2-program-synthesis-dihedral-nca.ipynb
arc-agi-3-hybrid-dsl-program-search-with-planning.ipynb		arc-agi-3-hybrid-dsl-program-search-with-planning.ipynb
arc-agi-3-neural-world-models-spatial-pomdp.ipynb		arc-agi-3-neural-world-models-spatial-pomdp.ipynb
arxiv-ai-bibliometrics-semantic-search.ipynb		arxiv-ai-bibliometrics-semantic-search.ipynb
arxiv-ai-transformer-nlp.ipynb		arxiv-ai-transformer-nlp.ipynb
atmos-guard-storm-dynamics.ipynb		atmos-guard-storm-dynamics.ipynb
atmospheric-n2o-spectral-deconvolution.ipynb		atmospheric-n2o-spectral-deconvolution.ipynb
battery-materials-dft-ml-screening.ipynb		battery-materials-dft-ml-screening.ipynb
battlesnake-blackout-2026.ipynb		battlesnake-blackout-2026.ipynb
bedrock-moisture-dynamics.ipynb		bedrock-moisture-dynamics.ipynb
benchflow-agent-skill-lift.ipynb		benchflow-agent-skill-lift.ipynb
benchflow-safety-constrained-agent-skill-lift.ipynb		benchflow-safety-constrained-agent-skill-lift.ipynb
biofluidnet-ooc-multimodal-phenotypic-profiling.ipynb		biofluidnet-ooc-multimodal-phenotypic-profiling.ipynb
biohub-3d-cell-tracking-pipeline.ipynb		biohub-3d-cell-tracking-pipeline.ipynb
biomedical-text-analytics-open-access-inferences.ipynb		biomedical-text-analytics-open-access-inferences.ipynb
biomusclenet-ultrasound-metrology.ipynb		biomusclenet-ultrasound-metrology.ipynb
birdclef-2026-mel-spectrogram-cnn-soundscapes.ipynb		birdclef-2026-mel-spectrogram-cnn-soundscapes.ipynb
bm25-tf-idf-reranking-legal-information-retrieval.ipynb		bm25-tf-idf-reranking-legal-information-retrieval.ipynb
broadband-eis-1dcnn-battery-soc.ipynb		broadband-eis-1dcnn-battery-soc.ipynb
cafa-6-protein-function-prediction.ipynb		cafa-6-protein-function-prediction.ipynb
cardiovascular-risk-prediction-biomarker-analysis.ipynb		cardiovascular-risk-prediction-biomarker-analysis.ipynb
catechol-benchmark-hackathon.ipynb		catechol-benchmark-hackathon.ipynb
cern-proton-collision-razor-analysis.ipynb		cern-proton-collision-razor-analysis.ipynb
cern-wmunu-electroweak-analysis.ipynb		cern-wmunu-electroweak-analysis.ipynb
cisa-kev-pipeline-ransomware-prediction.ipynb		cisa-kev-pipeline-ransomware-prediction.ipynb
clinical-protocol-intelligence-ml-nlp.ipynb		clinical-protocol-intelligence-ml-nlp.ipynb
cms-dielectron-spectroscopy-z0-reconstruction.ipynb		cms-dielectron-spectroscopy-z0-reconstruction.ipynb
cms-jpsi-upsilon-kinematic-discrimination.ipynb		cms-jpsi-upsilon-kinematic-discrimination.ipynb
coffee-moisture-ftnir-prediction.ipynb		coffee-moisture-ftnir-prediction.ipynb
coffee-mulch-ecophysiology-ml-pytorch.ipynb		coffee-mulch-ecophysiology-ml-pytorch.ipynb
conjugated-oligomer-photostability.ipynb		conjugated-oligomer-photostability.ipynb
connect-x.ipynb		connect-x.ipynb
cosmic-object-classification-with-desi-dr1.ipynb		cosmic-object-classification-with-desi-dr1.ipynb
cpsc-product-recall-nlp-multimodal.ipynb		cpsc-product-recall-nlp-multimodal.ipynb
croo-a2a-topology-neural-router.ipynb		croo-a2a-topology-neural-router.ipynb
cross-building-thermodynamic-hvac-control.ipynb		cross-building-thermodynamic-hvac-control.ipynb
cross-subject-eeg-spatio-temporal-rehab-decoding.ipynb		cross-subject-eeg-spatio-temporal-rehab-decoding.ipynb
crystal-system-classification-perovskite-oxides.ipynb		crystal-system-classification-perovskite-oxides.ipynb
crystallographic-descriptors-abo3-stability.ipynb		crystallographic-descriptors-abo3-stability.ipynb
cuhk-x-har-3dcnn-bigru.ipynb		cuhk-x-har-3dcnn-bigru.ipynb
cuhk_x_large_model_track_pipeline.ipynb		cuhk_x_large_model_track_pipeline.ipynb
cupc-tio2-heterojunction-spectroscopy.ipynb		cupc-tio2-heterojunction-spectroscopy.ipynb
cybersecurity-analytics-cve-risk-modeling.ipynb		cybersecurity-analytics-cve-risk-modeling.ipynb
decoupled-spatial-temporal-housing-affordability.ipynb		decoupled-spatial-temporal-housing-affordability.ipynb
deep-climate-emulation-quantile-uq.ipynb		deep-climate-emulation-quantile-uq.ipynb
deep-kinematic-analysis-supersymmetric-signals.ipynb		deep-kinematic-analysis-supersymmetric-signals.ipynb
deep-past-challenge-translate-akkadian-to-english.ipynb		deep-past-challenge-translate-akkadian-to-english.ipynb
deepfake-detection.ipynb		deepfake-detection.ipynb
degenerate-stellar-remnants-classification.ipynb		degenerate-stellar-remnants-classification.ipynb
detect-suspicious-value-transfers-in-poker.ipynb		detect-suspicious-value-transfers-in-poker.ipynb
diabetes-prediction-challenge.ipynb		diabetes-prediction-challenge.ipynb
digitization-of-ecg-images.ipynb		digitization-of-ecg-images.ipynb
dimuon-spectroscopy-electroweak-analysis.ipynb		dimuon-spectroscopy-electroweak-analysis.ipynb
empirical-wood-physics-taxonomic-trait-modeling.ipynb		empirical-wood-physics-taxonomic-trait-modeling.ipynb
esa-opssat-telemetry-anomaly-detection.ipynb		esa-opssat-telemetry-anomaly-detection.ipynb
exercise-a-single-neuron.ipynb		exercise-a-single-neuron.ipynb
exercise-ai-fairness.ipynb		exercise-ai-fairness.ipynb
exercise-analytic-functions.ipynb		exercise-analytic-functions.ipynb
exercise-arithmetic-and-variables.ipynb		exercise-arithmetic-and-variables.ipynb
exercise-as-with.ipynb		exercise-as-with.ipynb
exercise-bar-charts-and-heatmaps.ipynb		exercise-bar-charts-and-heatmaps.ipynb
exercise-binary-classification.ipynb		exercise-binary-classification.ipynb
exercise-booleans-and-conditionals.ipynb		exercise-booleans-and-conditionals.ipynb
exercise-categorical-variables.ipynb		exercise-categorical-variables.ipynb
exercise-character-encodings.ipynb		exercise-character-encodings.ipynb
exercise-choosing-plot-types-and-custom-styles.ipynb		exercise-choosing-plot-types-and-custom-styles.ipynb
exercise-conditions-and-conditional-statements.ipynb		exercise-conditions-and-conditional-statements.ipynb
exercise-creating-reading-and-writing.ipynb		exercise-creating-reading-and-writing.ipynb
exercise-cross-validation.ipynb		exercise-cross-validation.ipynb
exercise-data-leakage.ipynb		exercise-data-leakage.ipynb
exercise-data-types-and-missing-values.ipynb		exercise-data-types-and-missing-values.ipynb
exercise-data-types.ipynb		exercise-data-types.ipynb
exercise-deep-neural-networks.ipynb		exercise-deep-neural-networks.ipynb
exercise-distributions.ipynb		exercise-distributions.ipynb
exercise-dropout-and-batch-normalization.ipynb		exercise-dropout-and-batch-normalization.ipynb
exercise-explore-your-data.ipynb		exercise-explore-your-data.ipynb
exercise-final-project.ipynb		exercise-final-project.ipynb
exercise-functions-and-getting-help.ipynb		exercise-functions-and-getting-help.ipynb
exercise-functions.ipynb		exercise-functions.ipynb
exercise-getting-started-with-sql-and-bigquery.ipynb		exercise-getting-started-with-sql-and-bigquery.ipynb
exercise-group-by-having-count.ipynb		exercise-group-by-having-count.ipynb
exercise-grouping-and-sorting.ipynb		exercise-grouping-and-sorting.ipynb
exercise-handling-missing-values.ipynb		exercise-handling-missing-values.ipynb
exercise-hello-seaborn.ipynb		exercise-hello-seaborn.ipynb
exercise-human-centered-design-for-ai.ipynb		exercise-human-centered-design-for-ai.ipynb
exercise-identifying-bias-in-ai.ipynb		exercise-identifying-bias-in-ai.ipynb

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