Master Regression & Prediction with Pandas and Python [2025]

13.44 GB | 1h 29min 52s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 - Introduction.mp4 | Size: (246.37 MB)
FileName :2 - Setup of the Anaconda Cloud Notebook.mp4 | Size: (73.12 MB)
FileName :3 - Download and installation of the Anaconda Distribution optional.mp4 | Size: (109.69 MB)
FileName :4 - The Conda Package Management System optional.mp4 | Size: (388.86 MB)
FileName :5 - Overview of Python for Data Handling.mp4 | Size: (269.81 MB)
FileName :6 - Python Integer.mp4 | Size: (65.47 MB)
FileName :7 - Python Float.mp4 | Size: (39.01 MB)
FileName :8 - Python Strings I.mp4 | Size: (127.3 MB)
FileName :9 - Python Strings II Intermediate String Methods.mp4 | Size: (174.69 MB)
FileName :10 - Python Strings III DateTime Objects and Strings.mp4 | Size: (127.57 MB)
FileName :11 - Overview of Python Native Data Storage Structures.mp4 | Size: (11.94 MB)
FileName :12 - Python Set.mp4 | Size: (135.45 MB)
FileName :13 - Python Tuple.mp4 | Size: (128.13 MB)
FileName :14 - Python Dictionary.mp4 | Size: (334.25 MB)
FileName :15 - Python List.mp4 | Size: (185.47 MB)
FileName :16 - Overview of Python Data Transformers and Functions.mp4 | Size: (23.59 MB)
FileName :17 - Python Whileloop.mp4 | Size: (112.82 MB)
FileName :18 - Python Forloop.mp4 | Size: (103.49 MB)
FileName :19 - Python Logic Operators and conditional code branching.mp4 | Size: (185.49 MB)
FileName :20 - Python Functions I Some theory.mp4 | Size: (19.07 MB)
FileName :21 - Python Functions II create your own functions.mp4 | Size: (178.75 MB)
FileName :22 - Python Object Oriented Programming I Some theory.mp4 | Size: (107.15 MB)
FileName :23 - Python Object Oriented Programming II create your own custom objects.mp4 | Size: (188.51 MB)
FileName :24 - Python Object Oriented Programming III Files and Tables.mp4 | Size: (343 MB)
FileName :25 - Python Object Oriented Programming IV Recap and More.mp4 | Size: (521.97 MB)
FileName :26 - Master Pandas for Data Handling Overview.mp4 | Size: (182.62 MB)
FileName :27 - Pandas theory and terminology.mp4 | Size: (81.09 MB)
FileName :28 - Creating a Pandas DataFrame from scratch.mp4 | Size: (122.42 MB)
FileName :29 - Pandas File Handling Overview.mp4 | Size: (11.45 MB)
FileName :30 - Pandas File Handling The csv file format.mp4 | Size: (137.3 MB)
FileName :31 - Pandas File Handling The xlsx file format.mp4 | Size: (197.71 MB)
FileName :32 - Pandas File Handling SQLdatabase files and Pandas DataFrame.mp4 | Size: (67.87 MB)
FileName :33 - Pandas Operations Techniques Overview.mp4 | Size: (19.36 MB)
FileName :34 - Pandas Operations Techniques Object Inspection.mp4 | Size: (89.73 MB)
FileName :35 - Pandas Operations Techniques DataFrame Inspection.mp4 | Size: (82.18 MB)
FileName :36 - Pandas Operations Techniques Column Selections.mp4 | Size: (113.6 MB)
FileName :37 - Pandas Operations Techniques Row Selections.mp4 | Size: (80.07 MB)
FileName :38 - Pandas Operations Techniques Conditional Selections.mp4 | Size: (107.13 MB)
FileName :39 - Pandas Operations Techniques Scalers and Standardization.mp4 | Size: (154.45 MB)
FileName :40 - Pandas Operations Techniques Concatenate DataFrames.mp4 | Size: (217.48 MB)
FileName :41 - Pandas Operations Techniques Joining DataFrames.mp4 | Size: (137.05 MB)
FileName :42 - Pandas Operations Techniques Merging DataFrames.mp4 | Size: (313.39 MB)
FileName :43 - Pandas Operations Techniques Transpose Pivot Functions.mp4 | Size: (250.22 MB)
FileName :44 - Pandas Data Preparation I Overview workflow.mp4 | Size: (63.22 MB)
FileName :45 - Pandas Data Preparation II Edit DataFrame labels.mp4 | Size: (72.83 MB)
FileName :46 - Pandas Data Preparation III Duplicates.mp4 | Size: (121.62 MB)
FileName :47 - Pandas Data Preparation IV Missing Data Imputation.mp4 | Size: (450.79 MB)
FileName :48 - Pandas Data Preparation V Data Binnings Extra Video.mp4 | Size: (200.68 MB)
FileName :49 - Pandas Data Preparation VI Indicator Features Extra Video.mp4 | Size: (161.46 MB)
FileName :50 - Pandas Data Description I Overview.mp4 | Size: (42.86 MB)
FileName :51 - Pandas Data Description II Sorting and Ranking.mp4 | Size: (86.36 MB)
FileName :52 - Pandas Data Description III Descriptive Statistics.mp4 | Size: (147.26 MB)
FileName :53 - Pandas Data Description IV Crosstabulations Groupings.mp4 | Size: (135.22 MB)
FileName :54 - Pandas Data Visualization I Overview.mp4 | Size: (22.2 MB)
FileName :55 - Pandas Data Visualization II Histograms.mp4 | Size: (232.83 MB)
FileName :56 - Pandas Data Visualization III Boxplots.mp4 | Size: (120.16 MB)
FileName :57 - Pandas Data Visualization IV Scatterplots.mp4 | Size: (195.58 MB)
FileName :58 - Pandas Data Visualization V Pie Charts.mp4 | Size: (198.69 MB)
FileName :59 - Pandas Data Visualization VI Line plots.mp4 | Size: (369.29 MB)
FileName :60 - Regression Prediction and Supervised Learning Section Overview I.mp4 | Size: (177.13 MB)
FileName :61 - The Traditional Simple Regression Model II.mp4 | Size: (227.9 MB)
FileName :62 - The Traditional Simple Regression Model III.mp4 | Size: (348.25 MB)
FileName :63 - Some practical and useful modelling concepts IV.mp4 | Size: (84.61 MB)
FileName :64 - Some practical and useful modelling concepts V.mp4 | Size: (83.99 MB)
FileName :65 - Linear Multiple Regression model VI.mp4 | Size: (253 MB)
FileName :66 - Linear Multiple Regression model VII.mp4 | Size: (279.33 MB)
FileName :67 - Multivariate Polynomial Multiple Regression models VIII.mp4 | Size: (101.18 MB)
FileName :68 - Multivariate Polynomial Multiple Regression models VIIII.mp4 | Size: (603.17 MB)
FileName :69 - Regression Regularization Lasso and Ridge models X.mp4 | Size: (643.59 MB)
FileName :70 - Decision Tree Regression models.mp4 | Size: (315.95 MB)
FileName :71 - Random Forest Regression.mp4 | Size: (475.51 MB)
FileName :72 - Voting Regression.mp4 | Size: (360.76 MB)
FileName :73 - Overview.mp4 | Size: (11.71 MB)
FileName :74 - Artificial Neural Networks Feedforward Networks and the MultiLayer Perceptron.mp4 | Size: (328.11 MB)
FileName :75 - Feedforward MultiLayer Perceptrons for Prediction tasks.mp4 | Size: (281.44 MB)]
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