2023 Python for Machine Learning A Step-by-Step Guide
大小12.77 GB
文件数562
Info Hash:CC42836256EC3C97A2817DC7B70153DB1FE94834
收录时间2026-01-05 04:52:14
更新时间2026-01-05 04:52:14
文件列表 (562)
[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/1.1 python-for-ml-and-ds-projects.zip
272.74 MB
TutsNode.net.txt
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/1. Introduction.srt
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/14. Feature Selection - Recursive Feature Elimination.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/11. Decision Boundary Visualization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/12. Putting Everything Together.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/6. Cancer Data Visualization Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/12. Data Visualization Part 2.mp4
107.27 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/7. Data Reconstruction.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/5. Jupyter Notebook Introduction and Keyboard Shortcuts.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/8. Missing Age Imputation Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/2. Heart-Disease Dataset Understanding.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/4. Stacked Bar Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/11. Pie Chart.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/10. Exploratory Data Analysis- Pair Plot.mp4
81.1 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/11. Grid Search Hypyerparameter Tuning.mp4
80.81 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/5. What is Back Propagation.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/7. Hist Plot, Bubble Plot and Heatmap.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/7. Histogram.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/18. ROC Curve and AUC Part 1.mp4
78.28 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/10. Clusters Visualization.mp4
78.19 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/10. CatBoost Hyperparameter Optimization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/13. Model Building Training and Evaluation.mp4
76.12 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/9. Linear SVM Model Building and Training.mp4
76.09 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/7. Data Visualization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/9. Area and Scatter Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/4. Data Visualization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/8. Manual Hyperparameter Adjustment.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/3. Data Visualization Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/20. ROC Curve and AUC Part 3.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/4. Data Visualization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/10. Subplot Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/2. Plotly Line Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/9. Install TensorFlow in Linux.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/8. Install TensorfFlow in Windows.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/19. Pandas Groupby.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/10. Data Types Correction and Mapping.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/9. Imputation of Missing Embark Town.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/10. K-Fold and LeaveOneOut Cross Validation.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/4. Secondary Axis.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/23. Merge and Join.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/4. Data Visualization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/7. Data Loading for Random Forest Regression.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/10. Diabetes Dataset Loading.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/8. Scatter, Bar, and Histogram Plot Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/11. Subplots.mp4
65.69 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/17. File Handling Read and Write.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/5. Dataset Loading.mp4
65.44 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/3. Overview of NLP Tools.mp4
64.52 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/5. Dataset Visualization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/7. Steps to Build Neural Network.mp4
64.09 MB
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/8. XGBoost Model Training and Hyperparameter Tuning.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/3. Breast Cancer Dataset Introduction.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/12. DataFrame Data Filtering Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/5. PCA Coding.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/8. Data Visualization with Plotly/6. 3D Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/16. 3D Clustering Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/12. Scatter Matrix and Subplots.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/14. How to Evaluate the Regression Model Performance.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/11. One-Hot Encoding.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/16. Working with Date and Time.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/16. Neural Network Model Building.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/18. Lambda Apply.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/3. Breast Cancer Dataset Loading.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/15. Random Forest/6. Random Forest Classifier Training and Evaluation.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/12. Creating a Zoomed Sub-Figure of a Figure.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/4. Spectral Clustering.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/3. Line Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/9. Subplot Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/14. Pie Chart and Figure Save.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/24. Working with Datetime.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/17. Accuracy, F1-Score, P, R, AUC_ROC Curve Part 3.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/2. How PCA is Done..mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/5. Cancer Data Visualization Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/12. Cross Validation and Hyperparameter Tuning/7. Regularization Introduction.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/10. Linear SVM Model on Scaled Feature.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/8. Choosing Right Number of the Principle Components.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/18. Model Training.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/4. Titanic Dataset Introduction.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/3. MNIST Dataset Loading and Understanding.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/7. Read Files as DataFrame.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/17. Plotting Learning Curves Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/20. Groupby Multiple Columns.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/13. Selecting Optimum Number of Clusters.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/1. Boosting Algorithms Introduction.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/8. K-Means Clustering Data Preparation.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/2. Multi-Layer Perceptron.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/7. arange(), linspace(), range(), random(), zeros(), and ones().mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/3. Install Anaconda and Python on Windows.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/12. Train Test Split.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/7. Hyperparameter Tuning.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/14. Clustering for Annual Income vs Spending Score.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/7. Scatter, Bar, and Histogram Plot Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/3. Numpy Data Types.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/5. Bias-Variance tradeoff.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/9. Dataset Analysis.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/7. Missing Age Imputation Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/6. Optimizers in Deep Learning.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/5. Matplotlib for Data Analysis/2. Matplotlib Line Plot Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/5. Bar and Barh Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/16. Accuracy, F1-Score, P, R, AUC_ROC Curve Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/19. ROC Curve and AUC Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/10. Classification Comparison with and without PCA.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/14. 14 Handling Unique and Duplicated Values.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/7. Data Visualization in Pandas/6. Stacked Bar Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/21. Prediction on Real-Life Data.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/6. Line Plot Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/3. How to Choose Best Number of Clusters.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/3. Numpy Crash Course/9. Numpy Array Read and Write.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/11. Data Visualization Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/14. Decision Tree/11. Decision Tree Regression.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/6. EDA - Heatmap and Density Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/17. Model Summary Explanation.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/4. Apply Pythons Built in Functions to Series.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/9. Columns Manipulation Part 2.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/19. Hierarchical Clustering/3. Stock Market Data Loading.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/3. DBSCAN Clustering.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/18. Density Based Clustering/1. DBSCAN Introduction.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/16. Boosting Algorithms/5. AdaBoost Model Training.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/15. Retrive Rows by Index Label.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/8. Text Preprocessing.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/5. Train Test Split and Standardization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/11. Support Vector Machine/7. Data Standardization.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/4. Pandas for Data Analysis/8. Columns Manipulation Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/13. Train Test Split and Model Training.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/9. Linear Regression/15. Plot True House Price vs Predicted Price.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/17. K-Means Clustering/2. Introduction to K-Means.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/2. How KNN Works.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/15. Accuracy, F1-Score, P, R, AUC_ROC Curve Part 1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/2. 1 Python Crash Course/7. Boolean Variables and Evaluation.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/21. Introduction to Deep Learning/3. Shallow vs Deep Neural Networks.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/18. Regression Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/2. Sigmoid Function.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/16. Joint Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/20. PCA/4. PCA Applications.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/3. Hue, Style and Size Part1.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/13. K-Nearest Neighbor (KNN)/8. Pros and Cons of KNN.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/10. Logistic Regression/3. Decision Boundary.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/11. Box Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/6. Seaborn for Data Analysis/15. Point Plot.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/1. Introduction/1. Course Introduction.mp4
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[TutsNode.net] - 2023 Python for Machine Learning A Step-by-Step Guide/22. Introduction to Natural Language Processing (NLP)/11. Train Test Split.mp4