Udemy - Master Regression & Prediction with Pandas and Python [2025] (5.2024)
File List
- 4 - Master Regression Models for Prediction/69 - Regression Regularization Lasso and Ridge models X.mp4 643.6 MB
- 4 - Master Regression Models for Prediction/68 - Multivariate Polynomial Multiple Regression models VIIII.mp4 603.2 MB
- 2 - Master Python for Data Handling/25 - Python Object Oriented Programming IV Recap and More.mp4 522.0 MB
- 4 - Master Regression Models for Prediction/71 - Random Forest Regression.mp4 475.5 MB
- 3 - Master Pandas for Data Handling/47 - Pandas Data Preparation IV Missing Data Imputation.mp4 450.8 MB
- 1 - Introduction/4 - The Conda Package Management System optional.mp4 388.9 MB
- 3 - Master Pandas for Data Handling/59 - Pandas Data Visualization VI Line plots.mp4 369.3 MB
- 4 - Master Regression Models for Prediction/72 - Voting Regression.mp4 360.8 MB
- 4 - Master Regression Models for Prediction/62 - The Traditional Simple Regression Model III.mp4 348.3 MB
- 2 - Master Python for Data Handling/24 - Python Object Oriented Programming III Files and Tables.mp4 343.0 MB
- 2 - Master Python for Data Handling/14 - Python Dictionary.mp4 334.2 MB
- 5 - Feedforward Networks and Advanced Regression Models/74 - Artificial Neural Networks Feedforward Networks and the MultiLayer Perceptron.mp4 328.1 MB
- 4 - Master Regression Models for Prediction/70 - Decision Tree Regression models.mp4 316.0 MB
- 3 - Master Pandas for Data Handling/42 - Pandas Operations Techniques Merging DataFrames.mp4 313.4 MB
- 5 - Feedforward Networks and Advanced Regression Models/75 - Feedforward MultiLayer Perceptrons for Prediction tasks.mp4 281.4 MB
- 4 - Master Regression Models for Prediction/66 - Linear Multiple Regression model VII.mp4 279.3 MB
- 2 - Master Python for Data Handling/5 - Overview of Python for Data Handling.mp4 269.8 MB
- 4 - Master Regression Models for Prediction/65 - Linear Multiple Regression model VI.mp4 253.0 MB
- 3 - Master Pandas for Data Handling/43 - Pandas Operations Techniques Transpose Pivot Functions.mp4 250.2 MB
- 1 - Introduction/1 - Introduction.mp4 246.4 MB
- 3 - Master Pandas for Data Handling/55 - Pandas Data Visualization II Histograms.mp4 232.8 MB
- 4 - Master Regression Models for Prediction/61 - The Traditional Simple Regression Model II.mp4 227.9 MB
- 3 - Master Pandas for Data Handling/40 - Pandas Operations Techniques Concatenate DataFrames.mp4 217.5 MB
- 3 - Master Pandas for Data Handling/48 - Pandas Data Preparation V Data Binnings Extra Video.mp4 200.7 MB
- 3 - Master Pandas for Data Handling/58 - Pandas Data Visualization V Pie Charts.mp4 198.7 MB
- 3 - Master Pandas for Data Handling/31 - Pandas File Handling The xlsx file format.mp4 197.7 MB
- 3 - Master Pandas for Data Handling/57 - Pandas Data Visualization IV Scatterplots.mp4 195.6 MB
- 2 - Master Python for Data Handling/23 - Python Object Oriented Programming II create your own custom objects.mp4 188.5 MB
- 2 - Master Python for Data Handling/19 - Python Logic Operators and conditional code branching.mp4 185.5 MB
- 2 - Master Python for Data Handling/15 - Python List.mp4 185.5 MB
- 3 - Master Pandas for Data Handling/26 - Master Pandas for Data Handling Overview.mp4 182.6 MB
- 2 - Master Python for Data Handling/21 - Python Functions II create your own functions.mp4 178.7 MB
- 4 - Master Regression Models for Prediction/60 - Regression Prediction and Supervised Learning Section Overview I.mp4 177.1 MB
- 2 - Master Python for Data Handling/9 - Python Strings II Intermediate String Methods.mp4 174.7 MB
- 3 - Master Pandas for Data Handling/49 - Pandas Data Preparation VI Indicator Features Extra Video.mp4 161.5 MB
- 3 - Master Pandas for Data Handling/39 - Pandas Operations Techniques Scalers and Standardization.mp4 154.4 MB
- 3 - Master Pandas for Data Handling/52 - Pandas Data Description III Descriptive Statistics.mp4 147.3 MB
- 3 - Master Pandas for Data Handling/30 - Pandas File Handling The csv file format.mp4 137.3 MB
- 3 - Master Pandas for Data Handling/41 - Pandas Operations Techniques Joining DataFrames.mp4 137.0 MB
- 2 - Master Python for Data Handling/12 - Python Set.mp4 135.5 MB
- 3 - Master Pandas for Data Handling/53 - Pandas Data Description IV Crosstabulations Groupings.mp4 135.2 MB
- 2 - Master Python for Data Handling/13 - Python Tuple.mp4 128.1 MB
- 2 - Master Python for Data Handling/10 - Python Strings III DateTime Objects and Strings.mp4 127.6 MB
- 2 - Master Python for Data Handling/8 - Python Strings I.mp4 127.3 MB
- 3 - Master Pandas for Data Handling/28 - Creating a Pandas DataFrame from scratch.mp4 122.4 MB
- 3 - Master Pandas for Data Handling/46 - Pandas Data Preparation III Duplicates.mp4 121.6 MB
- 3 - Master Pandas for Data Handling/56 - Pandas Data Visualization III Boxplots.mp4 120.2 MB
- 3 - Master Pandas for Data Handling/36 - Pandas Operations Techniques Column Selections.mp4 113.6 MB
- 2 - Master Python for Data Handling/17 - Python Whileloop.mp4 112.8 MB
- 1 - Introduction/3 - Download and installation of the Anaconda Distribution optional.mp4 109.7 MB
- 2 - Master Python for Data Handling/22 - Python Object Oriented Programming I Some theory.mp4 107.1 MB
- 3 - Master Pandas for Data Handling/38 - Pandas Operations Techniques Conditional Selections.mp4 107.1 MB
- 2 - Master Python for Data Handling/18 - Python Forloop.mp4 103.5 MB
- 4 - Master Regression Models for Prediction/67 - Multivariate Polynomial Multiple Regression models VIII.mp4 101.2 MB
- 3 - Master Pandas for Data Handling/34 - Pandas Operations Techniques Object Inspection.mp4 89.7 MB
- 3 - Master Pandas for Data Handling/51 - Pandas Data Description II Sorting and Ranking.mp4 86.4 MB
- 4 - Master Regression Models for Prediction/63 - Some practical and useful modelling concepts IV.mp4 84.6 MB
- 4 - Master Regression Models for Prediction/64 - Some practical and useful modelling concepts V.mp4 84.0 MB
- 3 - Master Pandas for Data Handling/35 - Pandas Operations Techniques DataFrame Inspection.mp4 82.2 MB
- 3 - Master Pandas for Data Handling/27 - Pandas theory and terminology.mp4 81.1 MB
- 3 - Master Pandas for Data Handling/37 - Pandas Operations Techniques Row Selections.mp4 80.1 MB
- 1 - Introduction/2 - Setup of the Anaconda Cloud Notebook.mp4 73.1 MB
- 3 - Master Pandas for Data Handling/45 - Pandas Data Preparation II Edit DataFrame labels.mp4 72.8 MB
- 3 - Master Pandas for Data Handling/32 - Pandas File Handling SQLdatabase files and Pandas DataFrame.mp4 67.9 MB
- 2 - Master Python for Data Handling/6 - Python Integer.mp4 65.5 MB
- 3 - Master Pandas for Data Handling/44 - Pandas Data Preparation I Overview workflow.mp4 63.2 MB
- 3 - Master Pandas for Data Handling/50 - Pandas Data Description I Overview.mp4 42.9 MB
- 2 - Master Python for Data Handling/7 - Python Float.mp4 39.0 MB
- 2 - Master Python for Data Handling/16 - Overview of Python Data Transformers and Functions.mp4 23.6 MB
- 3 - Master Pandas for Data Handling/54 - Pandas Data Visualization I Overview.mp4 22.2 MB
- 3 - Master Pandas for Data Handling/33 - Pandas Operations Techniques Overview.mp4 19.4 MB
- 2 - Master Python for Data Handling/20 - Python Functions I Some theory.mp4 19.1 MB
- 2 - Master Python for Data Handling/11 - Overview of Python Native Data Storage Structures.mp4 11.9 MB
- 5 - Feedforward Networks and Advanced Regression Models/73 - Overview.mp4 11.7 MB
- 3 - Master Pandas for Data Handling/29 - Pandas File Handling Overview.mp4 11.5 MB
- 4 - Master Regression Models for Prediction/65 - DiaB.csv 95.0 KB
- 4 - Master Regression Models for Prediction/66 - DiaB.csv 95.0 KB
- 4 - Master Regression Models for Prediction/68 - DiaB.csv 95.0 KB
- 3 - Master Pandas for Data Handling/49 - insurance-data.csv 59.8 KB
- 4 - Master Regression Models for Prediction/69 - insurance.csv 54.3 KB
- 3 - Master Pandas for Data Handling/48 - geyser.xlsx 10.7 KB
- 4 - Master Regression Models for Prediction/69 - Regularization-Ridge-Lasso-Regression.py 8.8 KB
- 4 - Master Regression Models for Prediction/68 - Mult-poly-regr.py 5.6 KB
- 3 - Master Pandas for Data Handling/48 - geyser.csv 5.0 KB
- 4 - Master Regression Models for Prediction/66 - Linear-Multiple-Regression-Forward-Selection.py 2.3 KB
- 4 - Master Regression Models for Prediction/65 - Multiple-Linear-Regression.py 2.2 KB
- 3 - Master Pandas for Data Handling/42 - Pandas-Ops-Tech-Merge-dataset.py 1.7 KB
- 3 - Master Pandas for Data Handling/40 - DataFrames.py 1.5 KB
- 3 - Master Pandas for Data Handling/41 - Pandas-Ops-Tech-Join-DF.py 1.2 KB
- 3 - Master Pandas for Data Handling/43 - Pandas-T-pivot-Dataset.py 1.0 KB
- 3 - Master Pandas for Data Handling/49 - Indicator-Features.py 647 bytes
- 4 - Master Regression Models for Prediction/62 - Regression-III.py 557 bytes
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