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文件列表
intermediate-r/chapter-5-utilities/videos/ch5_1.mp4
129.6 MB
intermediate-r/chapter-3-functions/videos/ch3_1.mp4
123.4 MB
intermediate-python/chapter-2-dictionaries--pandas/videos/ch2_4.mp4
119.1 MB
intro-to-python-for-data-science/chapter-4-numpy/videos/ch4_1.mp4
107.6 MB
intermediate-r/chapter-5-utilities/videos/ch5_3.mp4
106.8 MB
extreme-gradient-boosting-with-xgboost/chapter-2-regression-with-xgboost/videos/ch2_3.mp4
103.9 MB
intermediate-r/chapter-1-conditionals-and-control-flow/videos/ch1_2.mp4
100.1 MB
supervised-learning-with-scikit-learn/chapter-1-classification/videos/ch1_1.mp4
99.1 MB
intro-to-python-for-data-science/chapter-3-functions-and-packages/videos/ch3_2.mp4
97.5 MB
object-oriented-programming-with-s3-and-r6-in-r/chapter-1-introduction-to-object-oriented-programming/videos/ch1_1.mp4
96.6 MB
intermediate-r/chapter-2-loops/videos/ch2_2.mp4
95.2 MB
advanced-deep-learning-with-keras/chapter-1-the-keras-functional-api/videos/ch1_3.mp4
95.1 MB
analyzing-social-media-data-in-python/chapter-3-twitter-networks/videos/ch3_3.mp4
94.6 MB
intermediate-r/chapter-3-functions/videos/ch3_2.mp4
93.1 MB
intermediate-r/chapter-5-utilities/videos/ch5_2.mp4
92.6 MB
building-chatbots-in-python/chapter-4-dialogue/videos/ch4_3.mp4
92.0 MB
intro-to-python-for-data-science/chapter-3-functions-and-packages/videos/ch3_1.mp4
90.8 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_1.mp4
90.4 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_1.mp4
90.1 MB
feature-engineering-for-machine-learning-in-python/chapter-1-creating-features/videos/ch1_2.mp4
90.1 MB
introduction-to-data-visualization-with-matplotlib/chapter-4-sharing-visualizations-with-others/videos/ch4_1.mp4
89.4 MB
introduction-to-data-visualization-with-matplotlib/chapter-2-plotting-time-series/videos/ch2_1.mp4
89.2 MB
intermediate-sql/chapter-1-well-take-the-case/videos/ch1_2.mp4
89.1 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_3.mp4
89.1 MB
unsupervised-learning-in-python/chapter-2-visualization-with-hierarchical-clustering-and-t-sne/videos/ch2_1.mp4
89.0 MB
intro-to-python-for-data-science/chapter-1-python-basics/videos/ch1_1.mp4
88.8 MB
supervised-learning-with-scikit-learn/chapter-3-fine-tuning-your-model/videos/ch3_1.mp4
88.7 MB
parallel-programming-with-dask-in-python/chapter-2-working-with-dask-arrays/videos/ch2_1.mp4
88.6 MB
introduction-to-data-visualization-with-matplotlib/chapter-2-plotting-time-series/videos/ch2_2.mp4
88.5 MB
parallel-programming-with-dask-in-python/chapter-2-working-with-dask-arrays/videos/ch2_3.mp4
88.4 MB
extreme-gradient-boosting-with-xgboost/chapter-3-fine-tuning-your-xgboost-model/videos/ch3_3.mp4
88.1 MB
intermediate-python/chapter-2-dictionaries--pandas/videos/ch2_3.mp4
88.0 MB
intermediate-r/chapter-3-functions/videos/ch3_3.mp4
87.9 MB
unsupervised-learning-in-python/chapter-1-clustering-for-dataset-exploration/videos/ch1_1.mp4
87.5 MB
introduction-to-data-visualization-with-matplotlib/chapter-3-quantitative-comparisons-and-statistical-visualizations/videos/ch3_3.mp4
87.5 MB
intermediate-python/chapter-1-matplotlib/videos/ch1_1.mp4
87.3 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_5.mp4
87.3 MB
biomedical-image-analysis-in-python/chapter-2-masks-and-filters/videos/ch2_1.mp4
87.3 MB
image-processing-with-keras-in-python/chapter-3-going-deeper/videos/ch3_2.mp4
87.0 MB
supervised-learning-with-scikit-learn/chapter-1-classification/videos/ch1_3.mp4
86.5 MB
extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/videos/ch1_4.mp4
86.3 MB
intermediate-importing-data-in-r/chapter-5-importing-data-from-statistical-software-packages/videos/ch5_1.mp4
85.9 MB
visualizing-time-series-data-in-python/chapter-3-seasonality-trend-and-noise/videos/ch3_1.mp4
85.7 MB
introduction-to-data-visualization-with-matplotlib/chapter-3-quantitative-comparisons-and-statistical-visualizations/videos/ch3_2.mp4
85.2 MB
introduction-to-data-visualization-with-matplotlib/chapter-4-sharing-visualizations-with-others/videos/ch4_2.mp4
84.8 MB
parallel-programming-with-dask-in-python/chapter-4-working-with-dask-bags-for-unstructured-data/videos/ch4_1.mp4
84.6 MB
image-processing-with-keras-in-python/chapter-2-using-convolutions/videos/ch2_1.mp4
84.4 MB
image-processing-with-keras-in-python/chapter-1-image-processing-with-neural-networks/videos/ch1_3.mp4
84.4 MB
object-oriented-programming-with-s3-and-r6-in-r/chapter-3-using-r6/videos/ch3_3.mp4
83.7 MB
advanced-deep-learning-with-keras/chapter-4-multiple-outputs/videos/ch4_2.mp4
83.6 MB
parallel-programming-with-dask-in-python/chapter-2-working-with-dask-arrays/videos/ch2_2.mp4
83.6 MB
supervised-learning-with-scikit-learn/chapter-1-classification/videos/ch1_4.mp4
83.6 MB
introduction-to-data-visualization-with-matplotlib/chapter-3-quantitative-comparisons-and-statistical-visualizations/videos/ch3_1.mp4
83.1 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_2.mp4
83.1 MB
advanced-deep-learning-with-keras/chapter-1-the-keras-functional-api/videos/ch1_1.mp4
82.9 MB
introduction-to-data-visualization-with-matplotlib/chapter-3-quantitative-comparisons-and-statistical-visualizations/videos/ch3_4.mp4
82.9 MB
analyzing-social-media-data-in-python/chapter-4-putting-twitter-data-on-the-map/videos/ch4_2.mp4
82.6 MB
intermediate-sql/chapter-1-well-take-the-case/videos/ch1_1.mp4
82.5 MB
intermediate-importing-data-in-r/chapter-5-importing-data-from-statistical-software-packages/videos/ch5_2.mp4
82.3 MB
analyzing-social-media-data-in-python/chapter-2-processing-twitter-text/videos/ch2_4.mp4
82.3 MB
time-series-analysis-in-python/chapter-1-correlation-and-autocorrelation/videos/ch1_3.mp4
82.2 MB
time-series-analysis-in-r/chapter-5-a-simple-moving-average/videos/ch5_3.mp4
82.1 MB
image-processing-with-keras-in-python/chapter-2-using-convolutions/videos/ch2_2.mp4
82.1 MB
intermediate-r/chapter-1-conditionals-and-control-flow/videos/ch1_1.mp4
82.0 MB
extreme-gradient-boosting-with-xgboost/chapter-4-using-xgboost-in-pipelines/videos/ch4_1.mp4
82.0 MB
image-processing-with-keras-in-python/chapter-2-using-convolutions/videos/ch2_3.mp4
82.0 MB
introduction-to-data-visualization-with-matplotlib/chapter-4-sharing-visualizations-with-others/videos/ch4_3.mp4
81.8 MB
introduction-to-data-visualization-with-matplotlib/chapter-1-introduction-to-matplotlib/videos/ch1_2.mp4
81.8 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/videos/ch4_4.mp4
81.7 MB
cluster-analysis-in-r/chapter-3-k-means-clustering/videos/ch3_3.mp4
81.5 MB
writing-efficient-r-code/chapter-1-the-art-of-benchmarking/videos/ch1_2.mp4
81.5 MB
machine-learning-for-finance-in-python/chapter-4-machine-learning-with-modern-portfolio-theory/videos/ch4_1.mp4
81.3 MB
intermediate-sql/chapter-3-correlated-queries-nested-queries-and-common-table-expressions/videos/ch3_1.mp4
81.3 MB
introduction-to-data-visualization-with-matplotlib/chapter-1-introduction-to-matplotlib/videos/ch1_3.mp4
81.1 MB
intermediate-sql/chapter-4-window-functions/videos/ch4_1.mp4
80.8 MB
machine-learning-for-finance-in-python/chapter-3-neural-networks-and-knn/videos/ch3_2.mp4
80.8 MB
image-processing-with-keras-in-python/chapter-1-image-processing-with-neural-networks/videos/ch1_1.mp4
80.7 MB
machine-learning-for-finance-in-python/chapter-2-machine-learning-tree-methods/videos/ch2_3.mp4
80.7 MB
intermediate-data-visualization-with-seaborn/chapter-3-additional-plot-types/videos/ch3_1.mp4
80.5 MB
object-oriented-programming-with-s3-and-r6-in-r/chapter-5-advanced-r6-usage/videos/ch5_1.mp4
80.4 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_4.mp4
80.4 MB
manipulating-time-series-data-in-python/chapter-1-working-with-time-series-in-pandas/videos/ch1_3.mp4
80.4 MB
introduction-to-data-visualization-with-matplotlib/chapter-1-introduction-to-matplotlib/videos/ch1_1.mp4
80.3 MB
manipulating-time-series-data-in-python/chapter-2-basic-time-series-metrics--resampling/videos/ch2_3.mp4
80.2 MB
time-series-analysis-in-r/chapter-5-a-simple-moving-average/videos/ch5_2.mp4
79.9 MB
exploratory-data-analysis-in-python/chapter-1-read-clean-and-validate/videos/ch1_3.mp4
79.8 MB
intermediate-r/chapter-4-the-apply-family/videos/ch4_3.mp4
79.7 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-3-improving-your-model/videos/ch3_2.mp4
79.6 MB
intermediate-data-visualization-with-seaborn/chapter-4-creating-plots-on-data-aware-grids/videos/ch4_1.mp4
79.6 MB
case-study-exploratory-data-analysis-in-r/chapter-1-data-cleaning-and-summarizing-with-dplyr/videos/ch1_1.mp4
79.5 MB
intermediate-importing-data-in-python/chapter-3-diving--deep-into-the-twitter-api/videos/ch3_1.mp4
79.3 MB
intro-to-python-for-data-science/chapter-3-functions-and-packages/videos/ch3_3.mp4
79.3 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-1-exploring-the-raw-data/videos/ch1_4.mp4
79.2 MB
introduction-to-portfolio-risk-management-in-python/chapter-2-portfolio-investing/videos/ch2_3.mp4
79.1 MB
intermediate-r/chapter-4-the-apply-family/videos/ch4_1.mp4
79.0 MB
statistical-thinking-in-python-part-2/chapter-3-introduction-to-hypothesis-testing/videos/ch3_2.mp4
78.9 MB
manipulating-time-series-data-in-python/chapter-2-basic-time-series-metrics--resampling/videos/ch2_1.mp4
78.8 MB
intermediate-importing-data-in-python/chapter-2-interacting-with-apis-to-import-data-from-the-web/videos/ch2_2.mp4
78.4 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/videos/ch4_1.mp4
78.3 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/videos/ch4_2.mp4
78.2 MB
parallel-programming-with-dask-in-python/chapter-3-working-with-dask-dataframes/videos/ch3_1.mp4
78.2 MB
biomedical-image-analysis-in-python/chapter-4-image-comparison/videos/ch4_1.mp4
77.9 MB
parallel-programming-with-dask-in-python/chapter-1-working-with-big-data/videos/ch1_4.mp4
77.9 MB
time-series-analysis-in-r/chapter-4-autoregression/videos/ch4_2.mp4
77.9 MB
intro-to-python-for-data-science/chapter-2-python-lists/videos/ch2_3.mp4
77.8 MB
writing-efficient-r-code/chapter-4-turbo-charged-code-parallel-programming/videos/ch4_4.mp4
77.8 MB
intermediate-sql/chapter-3-correlated-queries-nested-queries-and-common-table-expressions/videos/ch3_4.mp4
77.8 MB
introduction-to-portfolio-risk-management-in-python/chapter-1-univariate-investment-risk-and-returns/videos/ch1_1.mp4
77.7 MB
supervised-learning-in-r-classification/chapter-4-chapter-4-classification-trees/videos/ch4_1.mp4
77.6 MB
visualizing-time-series-data-in-python/chapter-1-introduction/videos/ch1_2.mp4
77.5 MB
exploratory-data-analysis-in-python/chapter-4-multivariate-thinking/videos/ch4_5.mp4
77.5 MB
biomedical-image-analysis-in-python/chapter-2-masks-and-filters/videos/ch2_3.mp4
77.4 MB
machine-learning-for-finance-in-python/chapter-3-neural-networks-and-knn/videos/ch3_1.mp4
77.4 MB
introduction-to-deep-learning-in-python/chapter-1-basics-of-deep-learning-and-neural-networks/videos/ch1_4.mp4
77.2 MB
joining-data-in-postgresql/chapter-3-set-theory-clauses/videos/ch3_4.mp4
77.1 MB
object-oriented-programming-with-s3-and-r6-in-r/chapter-2-using-s3/videos/ch2_1.mp4
77.0 MB
introduction-to-data-visualization-with-matplotlib/chapter-2-plotting-time-series/videos/ch2_3.mp4
77.0 MB
introduction-to-deep-learning-in-python/chapter-1-basics-of-deep-learning-and-neural-networks/videos/ch1_1.mp4
77.0 MB
image-processing-with-keras-in-python/chapter-3-going-deeper/videos/ch3_3.mp4
76.9 MB
advanced-deep-learning-with-keras/chapter-2-two-input-networks-using-categorical-embeddings-shared-layers-and-merge-layers/videos/ch2_1.mp4
76.9 MB
introduction-to-deep-learning-in-python/chapter-2-optimizing-a-neural-network-with-backward-propagation/videos/ch2_2.mp4
76.8 MB
advanced-deep-learning-with-keras/chapter-4-multiple-outputs/videos/ch4_3.mp4
76.8 MB
introduction-to-data-visualization-with-matplotlib/chapter-4-sharing-visualizations-with-others/videos/ch4_4.mp4
76.8 MB
intermediate-sql/chapter-3-correlated-queries-nested-queries-and-common-table-expressions/videos/ch3_3.mp4
76.7 MB
exploratory-data-analysis-in-python/chapter-4-multivariate-thinking/videos/ch4_4.mp4
76.7 MB
supervised-learning-in-r-classification/chapter-3-chapter-3-logistic-regression/videos/ch3_1.mp4
76.6 MB
case-studies-in-statistical-thinking/chapter-1-fish-sleep-and-bacteria-growth-a-review-of-statistical-thinking-i-and-ii/videos/ch1_1.mp4
76.5 MB
parallel-programming-with-dask-in-python/chapter-4-working-with-dask-bags-for-unstructured-data/videos/ch4_2.mp4
76.5 MB
intermediate-data-visualization-with-seaborn/chapter-4-creating-plots-on-data-aware-grids/videos/ch4_3.mp4
76.4 MB
exploratory-data-analysis-in-python/chapter-3-relationships/videos/ch3_4.mp4
76.4 MB
intermediate-r/chapter-1-conditionals-and-control-flow/videos/ch1_3.mp4
76.4 MB
case-studies-in-statistical-thinking/chapter-4-statistical-seismology-and-the-parkfield-region/videos/ch4_3.mp4
76.3 MB
exploratory-data-analysis-in-python/chapter-3-relationships/videos/ch3_3.mp4
76.2 MB
feature-engineering-for-machine-learning-in-python/chapter-4-dealing-with-text-data/videos/ch4_1.mp4
76.2 MB
advanced-deep-learning-with-keras/chapter-3-multiple-inputs-3-inputs-(and-beyond)/videos/ch3_3.mp4
76.1 MB
introduction-to-portfolio-risk-management-in-python/chapter-2-portfolio-investing/videos/ch2_1.mp4
76.1 MB
supervised-learning-in-r-classification/chapter-2-chapter-2-naive-bayes/videos/ch2_1.mp4
76.0 MB
analyzing-marketing-campaigns-with-pandas/chapter-4-personalization-a/b-test/videos/ch4_1.mp4
75.8 MB
introduction-to-natural-language-processing-in-python/chapter-4-building-a-fake-news-classifier/videos/ch4_3.mp4
75.8 MB
introduction-to-importing-data-in-python/chapter-3-working-with-relational-databases-in-python/videos/ch3_1.mp4
75.8 MB
linear-classifiers-in-python/chapter-3-logistic-regression/videos/ch3_3.mp4
75.7 MB
supervised-learning-in-r-classification/chapter-4-chapter-4-classification-trees/videos/ch4_3.mp4
75.7 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-4-learning-from-the-experts/videos/ch4_2.mp4
75.7 MB
biomedical-image-analysis-in-python/chapter-4-image-comparison/videos/ch4_4.mp4
75.6 MB
intermediate-python/chapter-1-matplotlib/videos/ch1_3.mp4
75.5 MB
joining-data-in-postgresql/chapter-3-set-theory-clauses/videos/ch3_1.mp4
75.5 MB
building-chatbots-in-python/chapter-3-building-a-virtual-assistant/videos/ch3_3.mp4
75.4 MB
intermediate-r/chapter-4-the-apply-family/videos/ch4_2.mp4
75.4 MB
intermediate-python/chapter-4-loops/videos/ch4_4.mp4
75.2 MB
introduction-to-portfolio-risk-management-in-python/chapter-1-univariate-investment-risk-and-returns/videos/ch1_2.mp4
75.2 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-2-creating-a-simple-first-model/videos/ch2_1.mp4
75.2 MB
supervised-learning-with-scikit-learn/chapter-2-regression/videos/ch2_4.mp4
75.1 MB
analyzing-police-activity-with-pandas/chapter-2-exploring-the-relationship-between-gender-and-policing/videos/ch2_4.mp4
75.0 MB
feature-engineering-for-machine-learning-in-python/chapter-3-conforming-to-statistical-assumptions/videos/ch3_2.mp4
74.9 MB
machine-learning-for-finance-in-python/chapter-3-neural-networks-and-knn/videos/ch3_3.mp4
74.9 MB
unsupervised-learning-in-python/chapter-4-discovering-interpretable-features/videos/ch4_1.mp4
74.8 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_2.mp4
74.8 MB
manipulating-time-series-data-in-python/chapter-4-putting-it-all-together-building-a-value-weighted-index/videos/ch4_1.mp4
74.8 MB
machine-learning-for-finance-in-python/chapter-2-machine-learning-tree-methods/videos/ch2_2.mp4
74.8 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_3.mp4
74.8 MB
exploratory-data-analysis-in-python/chapter-2-distributions/videos/ch2_1.mp4
74.8 MB
supervised-learning-in-r-classification/chapter-3-chapter-3-logistic-regression/videos/ch3_3.mp4
74.7 MB
supervised-learning-with-scikit-learn/chapter-4-preprocessing-and-pipelines/videos/ch4_1.mp4
74.7 MB
supervised-learning-in-r-classification/chapter-3-chapter-3-logistic-regression/videos/ch3_2.mp4
74.6 MB
linear-classifiers-in-python/chapter-3-logistic-regression/videos/ch3_1.mp4
74.6 MB
machine-learning-for-finance-in-python/chapter-2-machine-learning-tree-methods/videos/ch2_4.mp4
74.5 MB
introduction-to-portfolio-risk-management-in-python/chapter-3-factor-investing/videos/ch3_1.mp4
74.5 MB
exploratory-data-analysis-in-python/chapter-3-relationships/videos/ch3_2.mp4
74.4 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-1-exploring-the-raw-data/videos/ch1_3.mp4
74.3 MB
analyzing-police-activity-with-pandas/chapter-4-analyzing-the-effect-of-weather-on-policing/videos/ch4_2.mp4
74.0 MB
exploratory-data-analysis-in-r/chapter-3-numerical-summaries/videos/ch3_2.mp4
74.0 MB
building-chatbots-in-python/chapter-1-chatbots-101/videos/ch1_3.mp4
74.0 MB
exploratory-data-analysis-in-python/chapter-2-distributions/videos/ch2_2.mp4
74.0 MB
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preprocessing-for-machine-learning-in-python/chapter-2-standardizing-data/videos/ch2_3.mp4
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introduction-to-relational-databases-in-python/chapter-3-advanced-sqlalchemy-queries/videos/ch3_4.mp4
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feature-engineering-for-machine-learning-in-python/chapter-3-conforming-to-statistical-assumptions/videos/ch3_4.mp4
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data-types-for-data-science-in-python/chapter-3-meet-the-collections-module/videos/ch3_4.mp4
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quantitative-risk-management-in-python/chapter-2-goal-oriented-risk-management/videos/ch2_4.mp4
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arima-models-in-r/chapter-4-seasonal-arima/videos/ch4_1.mp4
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parallel-programming-with-dask-in-python/chapter-5-case-study-analyzing-flight-delays/videos/ch5_2.mp4
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extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/videos/ch1_5.mp4
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python-data-science-toolbox-part-1/chapter-3-lambda-functions-and-error-handling/videos/ch3_4.mp4
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dimensionality-reduction-in-python/chapter-1-exploring-high-dimensional-data/videos/ch1_3.mp4
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cleaning-data-in-python/chapter-3-advanced-data-problems/videos/ch3_3.mp4
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visualizing-geospatial-data-in-python/chapter-2-creating-and-joining-geodataframes/videos/ch2_1.mp4
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introduction-to-deep-learning-with-pytorch/chapter-2-artificial-neural-networks/videos/ch2_4.mp4
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dealing-with-missing-data-in-python/chapter-4-advanced-imputation-techniques/videos/ch4_3.mp4
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transactions-and-error-handling-in-sql-server/chapter-4-controlling-the-concurrency-transaction-isolation-levels/videos/ch4_4.mp4
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case-study-exploratory-data-analysis-in-r/chapter-1-data-cleaning-and-summarizing-with-dplyr/videos/ch1_3.mp4
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introduction-to-spark-sql-in-python/chapter-2-using-window-function-sql-for-natural-language-processing/videos/ch2_2.mp4
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case-studies-in-statistical-thinking/chapter-3-the-current-controversy-of-the-2013-world-championships/videos/ch3_2.mp4
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practicing-coding-interview-questions-in-python/chapter-4-python-for-scientific-computing/videos/ch4_1.mp4
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introduction-to-deep-learning-with-pytorch/chapter-3-convolutional-neural-networks-(cnns)/videos/ch3_3.mp4
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supervised-learning-with-scikit-learn/chapter-3-fine-tuning-your-model/videos/ch3_5.mp4
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machine-translation-in-python/chapter-4-teacher-forcing-and-word-embeddings/videos/ch4_4.mp4
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image-processing-in-python/chapter-1-introducing-image-processing-and-scikit-image/videos/ch1_3.mp4
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financial-trading-in-r/chapter-5-rules/videos/ch5_3.mp4
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introduction-to-aws-boto-in-python/chapter-3-reporting-and-notifying/videos/ch3_1.mp4
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intermediate-t-sql/chapter-1-summarizing-data/videos/ch1_2.mp4
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building-and-optimizing-triggers-in-sql-server/chapter-4-trigger-optimization-and-management/videos/ch4_2.mp4
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joining-data-with-pandas/chapter-3--advanced-merging-and-concatenating/videos/ch3_1.mp4
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introduction-to-statistics-in-r/chapter-4-correlation-and-experimental-design/videos/ch4_3.mp4
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reporting-with-rmarkdown/chapter-4-customizing-the-report/videos/ch4_4.mp4
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credit-risk-modeling-in-python/chapter-4-model-evaluation-and-implementation/videos/ch4_3.mp4
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introduction-to-relational-databases-in-sql/chapter-1-your-first-database/videos/ch1_3.mp4
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hyperparameter-tuning-in-python/chapter-4-informed-search/videos/ch4_2.mp4
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cleaning-data-in-r/chapter-3-advanced-data-problems/videos/ch3_3.mp4
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data-engineering-for-everyone/chapter-2-storing-data/videos/ch2_1.mp4
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writing-efficient-python-code/chapter-3-gaining-efficiencies/videos/ch3_2.mp4
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introduction-to-scala/chapter-2-workflows-functions-collections/videos/ch2_4.mp4
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data-processing-in-shell/chapter-1-downloading-data-on-the-command-line/videos/ch1_1.mp4
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data-types-for-data-science-in-python/chapter-2-dictionaries---the-root-of-python/videos/ch2_3.mp4
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machine-translation-in-python/chapter-2-implementing-an-encoder-decoder-model-with-keras/videos/ch2_3.mp4
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unit-testing-for-data-science-in-python/chapter-2-intermediate-unit-testing/videos/ch2_3.mp4
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visualizing-time-series-data-in-r/chapter-4-case-study-visually-selecting-a-stock-that-improves-your-existing-portfolio/videos/ch4_2.mp4
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case-studies-manipulating-time-series-data-in-r/chapter-2-weather-data/videos/ch2_3.mp4
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introduction-to-linear-modeling-in-python/chapter-4-estimating-model-parameters/videos/ch4_4.mp4
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transactions-and-error-handling-in-sql-server/chapter-3-transactions-in-sql-server/videos/ch3_1.mp4
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intermediate-importing-data-in-python/chapter-3-diving--deep-into-the-twitter-api/videos/ch3_2.mp4
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machine-learning-for-marketing-in-python/chapter-3-customer-lifetime-value-(clv)-prediction/videos/ch3_3.mp4
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joining-data-with-pandas/chapter-2-merging-tables-with-different-join-types/videos/ch2_2.mp4
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hyperparameter-tuning-in-python/chapter-2-grid-search/videos/ch2_2.mp4
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case-studies-manipulating-time-series-data-in-r/chapter-2-weather-data/videos/ch2_2.mp4
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improving-your-data-visualizations-in-python/chapter-2-using-color-in-your-visualizations/videos/ch2_1.mp4
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visualizing-geospatial-data-in-python/chapter-2-creating-and-joining-geodataframes/videos/ch2_2.mp4
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reporting-with-rmarkdown/chapter-3-improving-the-report/videos/ch3_3.mp4
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database-design/chapter-2-database-schemas-and-normalization/videos/ch2_2.mp4
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data-engineering-for-everyone/chapter-1-what-is-data-engineering/videos/ch1_3.mp4
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improving-your-data-visualizations-in-python/chapter-1-highlighting-your-data/videos/ch1_1.mp4
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postgresql-summary-stats-and-window-functions/chapter-4-beyond-window-functions/videos/ch4_2.mp4
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machine-learning-for-time-series-data-in-python/chapter-4-validating-and-inspecting-time-series-models/videos/ch4_1.mp4
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credit-risk-modeling-in-python/chapter-4-model-evaluation-and-implementation/videos/ch4_1.mp4
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introduction-to-regression-in-r/chapter-1-simple-linear-regression/videos/ch1_1.mp4
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introduction-to-portfolio-analysis-in-python/chapter-3-performance-attribution/videos/ch3_4.mp4
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software-engineering-for-data-scientists-in-python/chapter-1-software-engineering--data-science/videos/ch1_1.mp4
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importing-and-managing-financial-data-in-python/chapter-1-importing-stock-listing-data-from-excel/videos/ch1_1.mp4
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machine-learning-with-pyspark/chapter-4-ensembles--pipelines/videos/ch4_3.mp4
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marketing-analytics-predicting-customer-churn-in-python/chapter-1-exploratory-data-analysis/videos/ch1_1.mp4
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data-driven-decision-making-in-sql/chapter-1-introduction-to-business-intelligence-for-a-online-movie-rental-database/videos/ch1_1.mp4
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statistical-thinking-in-python-part-1/chapter-1-graphical-exploratory-data-analysis/videos/ch1_5.mp4
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importing-and-managing-financial-data-in-python/chapter-2-importing-financial-data-from-the-web/videos/ch2_4.mp4
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reporting-with-rmarkdown/chapter-1-getting-started-with-r-markdown/videos/ch1_2.mp4
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quantitative-risk-management-in-python/chapter-4-advanced-risk-management/videos/ch4_1.mp4
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cleaning-data-in-python/chapter-3-advanced-data-problems/videos/ch3_1.mp4
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quantitative-risk-management-in-python/chapter-3-estimating-and-identifying-risk/videos/ch3_4.mp4
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introduction-to-relational-databases-in-sql/chapter-1-your-first-database/videos/ch1_2.mp4
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cleaning-data-in-python/chapter-2-text-and-categorical-data-problems/videos/ch2_3.mp4
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introduction-to-portfolio-analysis-in-python/chapter-2-risk-and-return/videos/ch2_3.mp4
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developing-r-packages/chapter-4-adding-unit-tests-to-r-packages/videos/ch4_5.mp4
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visualizing-geospatial-data-in-python/chapter-4-creating-a-choropleth-building-permit-density-in-nashville/videos/ch4_2.mp4
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hyperparameter-tuning-in-python/chapter-2-grid-search/videos/ch2_1.mp4
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object-oriented-programming-in-python/chapter-2-inheritance-and-polymorphism/videos/ch2_3.mp4
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introduction-to-scala/chapter-2-workflows-functions-collections/videos/ch2_1.mp4
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practicing-coding-interview-questions-in-python/chapter-4-python-for-scientific-computing/videos/ch4_2.mp4
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joining-data-with-datatable-in-r/chapter-4-concatenating-and-reshaping-data.tables/videos/ch4_4.mp4
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reporting-with-rmarkdown/chapter-3-improving-the-report/videos/ch3_2.mp4
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image-processing-in-python/chapter-2-filters-contrast-transformation-and-morphology/videos/ch2_4.mp4
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data-manipulation-with-dplyr/chapter-1-transforming-data-with-dplyr/videos/ch1_1.mp4
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introduction-to-aws-boto-in-python/chapter-3-reporting-and-notifying/videos/ch3_4.mp4
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transactions-and-error-handling-in-sql-server/chapter-4-controlling-the-concurrency-transaction-isolation-levels/videos/ch4_2.mp4
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quantitative-risk-management-in-python/chapter-3-estimating-and-identifying-risk/videos/ch3_2.mp4
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introduction-to-deep-learning-with-keras/chapter-4-advanced-model-architectures/videos/ch4_3.mp4
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data-types-for-data-science-in-python/chapter-5-answering-data-science-questions/videos/ch5_2.mp4
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visualizing-geospatial-data-in-python/chapter-3-geoseries-and--folium/videos/ch3_2.mp4
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exploratory-data-analysis-in-r/chapter-4-case-study/videos/ch4_4.mp4
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introduction-to-deep-learning-with-keras/chapter-2-going-deeper/videos/ch2_2.mp4
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machine-learning-with-tree-based-models-in-python/chapter-4-boosting/videos/ch4_1.mp4
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market-basket-analysis-in-python/chapter-4-visualizing-rules/videos/ch4_3.mp4
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introduction-to-bash-scripting/chapter-4-functions-and-automation/videos/ch4_2.mp4
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introduction-to-portfolio-analysis-in-python/chapter-1-introduction-to-portfolio-analysis/videos/ch1_2.mp4
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introduction-to-statistics-in-r/chapter-1-summary-statistics/videos/ch1_2.mp4
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introduction-to-portfolio-analysis-in-r/chapter-2-analyzing-performance/videos/ch2_2.mp4
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data-engineering-for-everyone/chapter-2-storing-data/videos/ch2_2.mp4
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machine-translation-in-python/chapter-1-introduction-to-machine-translation/videos/ch1_2.mp4
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parallel-programming-with-dask-in-python/chapter-5-case-study-analyzing-flight-delays/videos/ch5_4.mp4
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introduction-to-portfolio-analysis-in-python/chapter-2-risk-and-return/videos/ch2_1.mp4
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introduction-to-data-engineering/chapter-2-data-engineering-toolbox/videos/ch2_1.mp4
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unit-testing-for-data-science-in-python/chapter-1-unit-testing-basics/videos/ch1_1.mp4
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functions-for-manipulating-data-in-postgresql/chapter-3-parsing-and-manipulating-text/videos/ch3_1.mp4
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improving-your-data-visualizations-in-python/chapter-2-using-color-in-your-visualizations/videos/ch2_2.mp4
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introduction-to-linear-modeling-in-python/chapter-2-building-linear-models/videos/ch2_1.mp4
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natural-language-generation-in-python/chapter-4-autocomplete-your-sentences/videos/ch4_1.mp4
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unsupervised-learning-in-r/chapter-3-dimensionality-reduction-with-pca/videos/ch3_1.mp4
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developing-python-packages/chapter-4-rapid-package-development/videos/ch4_2.mp4
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introduction-to-portfolio-analysis-in-python/chapter-3-performance-attribution/videos/ch3_1.mp4
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practicing-coding-interview-questions-in-python/chapter-4-python-for-scientific-computing/videos/ch4_4.mp4
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intermediate-t-sql/chapter-3-processing-data-in-sql-server/videos/ch3_1.mp4
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applying-sql-to-real-world-problems/chapter-4-best-practices-for-writing-sql/videos/ch4_1.mp4
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regular-expressions-in-python/chapter-2-formatting-strings/videos/ch2_1.mp4
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hierarchical-and-recursive-queries-in-sql-server/chapter-2-hierarchical-and-recursive-queries/videos/ch2_3.mp4
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arima-models-in-python/chapter-2-chapter-2---fitting-the-future/videos/ch2_3.mp4
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building-and-optimizing-triggers-in-sql-server/chapter-3-trigger-limitations-and-use-cases/videos/ch3_4.mp4
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introduction-to-scala/chapter-2-workflows-functions-collections/videos/ch2_2.mp4
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introduction-to-writing-functions-in-r/chapter-1-how-to-write-a-function/videos/ch1_1.mp4
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improving-query-performance-in-sql-server/chapter-4-query-performance-tuning/videos/ch4_3.mp4
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functions-for-manipulating-data-in-sql-server/chapter-2-manipulating-time/videos/ch2_2.mp4
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intermediate-data-visualization-with-ggplot2/chapter-1-statistics/videos/ch1_3.mp4
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string-manipulation-with-stringr-in-r/chapter-2-introduction-to-stringr/videos/ch2_4.mp4
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cleaning-data-in-python/chapter-1-common-data-problems/videos/ch1_2.mp4
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sentiment-analysis-in-python/chapter-1-sentiment-analysis-nuts-and-bolts/videos/ch1_3.mp4
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working-with-dates-and-times-in-python/chapter-2-combining-dates-and-times/videos/ch2_2.mp4
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introduction-to-bash-scripting/chapter-2-variables-in-bash-scripting/videos/ch2_1.mp4
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machine-learning-with-tree-based-models-in-python/chapter-3-bagging-and-random-forests/videos/ch3_1.mp4
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credit-risk-modeling-in-python/chapter-2-logistic-regression-for-defaults/videos/ch2_3.mp4
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preprocessing-for-machine-learning-in-python/chapter-5-putting-it-all-together/videos/ch5_1.mp4
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introduction-to-using-mongodb-for-data-science-with-python/chapter-4-aggregation-pipelines-let-the-server-do-it-for-you/videos/ch4_3.mp4
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recurrent-neural-networks-for-language-modeling-in-python/chapter-2-rnn-architecture/videos/ch2_3.mp4
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introduction-to-deep-learning-in-python/chapter-4-fine-tuning-keras-models/videos/ch4_4.mp4
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natural-language-generation-in-python/chapter-1-introduction-to-sequential-data/videos/ch1_3.mp4
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natural-language-generation-in-python/chapter-2-write-like-shakespeare/videos/ch2_3.mp4
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market-basket-analysis-in-python/chapter-3-aggregation-and-pruning/videos/ch3_4.mp4
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data-engineering-for-everyone/chapter-3-moving-and-processing-data/videos/ch3_4.mp4
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garch-models-in-python/chapter-4-garch-in-action/videos/ch4_3.mp4
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introduction-to-airflow-in-python/chapter-4-building-production-pipelines-in-airflow/videos/ch4_4.mp4
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intermediate-python-for-finance/chapter-1-datetimes-and-dictionaries-/videos/ch1_1.mp4
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introduction-to-aws-boto-in-python/chapter-3-reporting-and-notifying/videos/ch3_3.mp4
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introduction-to-sql-server/chapter-2-groups-strings-and-counting-things/videos/ch2_2.mp4
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arima-models-in-python/chapter-1-chapter-1---arma-models/videos/ch1_3.mp4
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recommendation-engines-in-pyspark/chapter-1-recommendations-are-everywhere/videos/ch1_1.mp4
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introduction-to-using-mongodb-for-data-science-with-python/chapter-2-working-with-distinct-values-and-sets/videos/ch2_2.mp4
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cluster-analysis-in-python/chapter-1-introduction-to-clustering/videos/ch1_3.mp4
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data-manipulation-with-pandas/chapter-2-aggregating-data/videos/ch2_3.mp4
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spoken-language-processing-in-python/chapter-2-using-the-python-speechrecognition-library/videos/ch2_2.mp4
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time-series-analysis-in-sql-server/chapter-3-aggregating-time-series-data/videos/ch3_3.mp4
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introduction-to-deep-learning-with-pytorch/chapter-1-introduction-to-pytorch/videos/ch1_2.mp4
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garch-models-in-python/chapter-3-model-performance-evaluation/videos/ch3_3.mp4
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credit-risk-modeling-in-r/chapter-3-decision-trees/videos/ch3_1.mp4
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introduction-to-linear-modeling-in-python/chapter-1-exploring-linear-trends/videos/ch1_2.mp4
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interactive-data-visualization-with-bokeh/chapter-3-building-interactive-apps-with-bokeh/videos/ch3_1.mp4
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introduction-to-airflow-in-python/chapter-2-implementing-airflow-dags/videos/ch2_1.mp4
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feature-engineering-with-pyspark/chapter-3-feature-engineering/videos/ch3_4.mp4
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market-basket-analysis-in-python/chapter-4-visualizing-rules/videos/ch4_4.mp4
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cluster-analysis-in-python/chapter-2-hierarchical-clustering/videos/ch2_3.mp4
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customer-segmentation-in-python/chapter-1-cohort-analysis/videos/ch1_4.mp4
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arima-models-in-r/chapter-4-seasonal-arima/videos/ch4_4.mp4
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analyzing-social-media-data-in-python/chapter-4-putting-twitter-data-on-the-map/videos/ch4_4.mp4
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improving-your-data-visualizations-in-python/chapter-2-using-color-in-your-visualizations/chapter2.pdf
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marketing-analytics-predicting-customer-churn-in-python/chapter-4-model-tuning/videos/ch4_4.mp4
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introduction-to-portfolio-analysis-in-r/chapter-4-optimizing-the-portfolio/videos/ch4_1.mp4
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