Master Cluster Analysis with Python and Pandas [2025]

Master Cluster Analysis and Unsupervised Learning with Pandas and Python for Data Science and Machine Learning [2025]
5.00 (57 reviews)
Udemy
platform
English
language
Data Science
category
Henrik Johansson
instructor
Master Cluster Analysis with Python and Pandas [2025]
349
students
30.5 hours
content
Mar 2025
last update
$74.99
regular price

What you will learn

Master Cluster Analysis and Unsupervised Learning both in theory and practice

Master simple and advanced Cluster Analysis models

Use K-means Cluster Analysis, DBSCAN, Hierarchical Cluster models, Principal Component Analysis, and more…

Evaluate Cluster Analysis models using many different tools

Learn advanced Unsupervised and Supervised Learning theory and be introduced to auto-updated Simulations

Gain Understanding of concepts such as truth, predicted truth or model-based conditional truth

Use effective advanced graphical tools to judge models’ performance

Use the Scikit-learn libraries for Cluster Analysis and Unsupervised Learning, 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 handle all aspects of creating, modifying, 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

[Extra Video] 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

Screenshots

Master Cluster Analysis with Python and Pandas [2025] - Screenshot_01Master Cluster Analysis with Python and Pandas [2025] - Screenshot_02Master Cluster Analysis with Python and Pandas [2025] - Screenshot_03Master Cluster Analysis with Python and Pandas [2025] - Screenshot_04
6153541
udemy ID
8/29/2024
course created date
10/1/2024
course indexed date
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