| 25 Neural Nets and Deep Learning/152 Tensorboard.mp4 | 144.17 MB |
| 25 Neural Nets and Deep Learning/145 Keras Project Solutions - Dealing with Missing Data.mp4 | 143.62 MB |
| 25 Neural Nets and Deep Learning/137 TF Regression Code Along - Exploratory Data Analysis.mp4 | 136.96 MB |
| 25 Neural Nets and Deep Learning/148 Keras Project Solutions - Data PreProcessing.mp4 | 124.94 MB |
| 25 Neural Nets and Deep Learning/142 TF Classification - Dealing with Overfitting and Evaluation.mp4 | 111.33 MB |
| 25 Neural Nets and Deep Learning/146 Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 | 96.81 MB |
| 26 Big Data and Spark with Python/159 EC2 Instance Set-Up.mp4 | 86.53 MB |
| 25 Neural Nets and Deep Learning/147 Keras Project Solutions - Categorical Data.mp4 | 85.37 MB |
| 25 Neural Nets and Deep Learning/135 TF Syntax Basics - Part Two - Creating and Training the Model.mp4 | 84.31 MB |
| 14 Introduction to Machine Learning/079 Evaluating Performance - Classification Error Metrics.mp4 | 82.71 MB |
| 25 Neural Nets and Deep Learning/144 TensorFlow 2.0 Project Notebook Overview.mp4 | 80.53 MB |
| 02 Environment Set-Up/004 Python Environment Setup.mp4 | 76.35 MB |
| 25 Neural Nets and Deep Learning/138 TF Regression Code Along - Exploratory Data Analysis - Continued.mp4 | 76.2 MB |
| 25 Neural Nets and Deep Learning/131 Cost Functions and Gradient Descent.mp4 | 75.98 MB |
| 18 K Nearest Neighbors/098 KNN Project Solutions.mp4 | 70.85 MB |
| 26 Big Data and Spark with Python/164 RDD Transformations and Actions.mp4 | 70.8 MB |
| 26 Big Data and Spark with Python/161 PySpark Setup.mp4 | 70.62 MB |
| 25 Neural Nets and Deep Learning/140 TF Regression Code Along - Model Evaluation and Predictions.mp4 | 68.93 MB |
| 25 Neural Nets and Deep Learning/136 TF Syntax Basics - Part Three - Model Evaluation.mp4 | 64.78 MB |
| 25 Neural Nets and Deep Learning/151 Keras Project Solutions - Model Evaluation.mp4 | 63.11 MB |
| 11 Python for Data Visualization - Plotly and Cufflinks/061 Plotly and Cufflinks.mp4 | 62.6 MB |
| 25 Neural Nets and Deep Learning/129 Activation Functions.mp4 | 62.58 MB |
| 09 Python for Data Visualization - Seaborn/048 Distribution Plots.mp4 | 61.74 MB |
| 13 Data Capstone Project/073 Finance Project - Solutions Part 1.mp4 | 60.46 MB |
| 13 Data Capstone Project/070 911 Calls Solutions - Part 2.mp4 | 58.83 MB |
| 25 Neural Nets and Deep Learning/132 Backpropagation.mp4 | 57.95 MB |
| 24 Natural Language Processing/122 NLP Project Solutions.mp4 | 57.69 MB |
| 21 K Means Clustering/111 K Means Project Solutions.mp4 | 56.73 MB |
| 15 Linear Regression/087 Linear Regression Project Solution.mp4 | 56.46 MB |
| 25 Neural Nets and Deep Learning/141 TF Classification Code Along - EDA and Preprocessing.mp4 | 56.21 MB |
| 20 Support Vector Machines/105 Support Vector Machines with Python.mp4 | 56.15 MB |
| 13 Data Capstone Project/074 Finance Project - Solutions Part 2.mp4 | 55.85 MB |
| 12 Python for Data Visualization - Geographical Plotting/063 Choropleth Maps - Part 1 - USA.mp4 | 54.96 MB |
| 18 K Nearest Neighbors/096 KNN with Python.mp4 | 54.68 MB |
| 01 Course Introduction/003 Py-DS-ML-Bootcamp-master.zip | 52.49 MB |
| 02 Environment Set-Up/004 Py-DS-ML-Bootcamp-master.zip | 52.49 MB |
| 03 Jupyter Overview/006 Py-DS-ML-Bootcamp-master.zip | 52.49 MB |
| 15 Linear Regression/084 Linear Regression with Python - Part 1.mp4 | 52.3 MB |
| 07 Python for Data Analysis - Pandas Exercises/039 Ecommerce Purchases Exercise Solutions.mp4 | 52.02 MB |
| 07 Python for Data Analysis - Pandas Exercises/037 SF Salaries Solutions.mp4 | 51.78 MB |
| 25 Neural Nets and Deep Learning/134 TF Syntax Basics - Part One - Preparing the Data.mp4 | 50.34 MB |
| 06 Python for Data Analysis - Pandas/028 DataFrames - Part 2.mp4 | 49.87 MB |
| 22 Principal Component Analysis/113 PCA with Python.mp4 | 49.81 MB |
| 13 Data Capstone Project/069 911 Calls Solutions - Part 1.mp4 | 49.16 MB |
| 19 Decision Trees and Random Forests/100 Decision Trees and Random Forest with Python.mp4 | 49.09 MB |
| 24 Natural Language Processing/119 NLP with Python - Part 2.mp4 | 49.08 MB |
| 17 Logistic Regression/090 Logistic Regression with Python - Part 1.mp4 | 49.03 MB |
| 25 Neural Nets and Deep Learning/127 Perceptron Model.mp4 | 48 MB |
| 24 Natural Language Processing/118 NLP with Python - Part 1.mp4 | 47.41 MB |
| 25 Neural Nets and Deep Learning/139 TF Regression Code Along - Data Preprocessing and Creating a Model.mp4 | 46.99 MB |