Master Classification with Pandas and Python [2025]

Learn to Master Classification with Pandas and Python for Data Science and Machine Learning [2025]
5.00 (44 reviews)
Udemy
platform
English
language
Data Science
category
Henrik Johansson
instructor
Master Classification with Pandas and Python [2025]
369
students
33.5 hours
content
Mar 2025
last update
$49.99
regular price

What you will learn

Master Classification both in theory and practice

Master Classification models from Logistic Regression, and XGBoost Classifier to the Gaussian Naïve Bayes Classifier model

Use practical classification hands-on theory and learn to execute advanced Classification tasks with ease

Use advanced Decision Tree, Random Forest, and Voting Classifier models

Use Feedforward Multilayer Networks and Advanced Classifier model Structures

Use effective decision surfaces graphs and other tools to judge Classifier performance

Use the Scikit-learn library for Classification supported by Matplotlib, Seaborn, Pandas, and Python

Master Python 3 programming with Python’s native data structures, data transformers, functions, object orientation, and logic

Use and design advanced Python constructions and execute detailed Data Handling tasks with Python incl. File Handling

Use Python’s advanced object-oriented programming and make your own custom objects, functions and how to generalize functions

Manipulate data and use advanced multi-dimensional uneven data structures

Master the Pandas 2 and 3 library for Advanced Data Handling

Use the language and fundamental concepts of the Pandas library and to handle all aspects of creating, changing, and selecting Data from a Pandas DataFrame

Use file handling with Pandas and how to combine Pandas DataFrames with Pandas concat, join, and merge functions/methods

Perform advanced data preparation including advanced model-based imputation of missing data and the scaling and standardizing of data

Make advanced data descriptions and statistics with Pandas. Rank, sort, cross-tabulate, pivot, melt, transpose, and group data

Make advanced Data Visualizations with Pandas, Matplotlib, and Seaborn

Cloud computing: Use the Anaconda Cloud Notebook (Cloud-based Jupyter Notebook). Learn to use Cloud computing resources

Option: To use the Anaconda Distribution (for Windows, Mac, Linux)

Screenshots

Master Classification with Pandas and Python [2025] - Screenshot_01Master Classification with Pandas and Python [2025] - Screenshot_02Master Classification with Pandas and Python [2025] - Screenshot_03Master Classification with Pandas and Python [2025] - Screenshot_04
6049539
udemy ID
6/29/2024
course created date
7/15/2024
course indexed date
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