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S10_Big Data Gr2
S10_Big Data Gr2
138 Students enrolled
Created by: Bujar Prokshi, Freda Dyrkaj
Last Updated: 24th February 2025
English
Requirements
S10_Big Data Gr2
Description
S10_Big Data Gr2
Content
1- Introduction
1- Introduction to Big Data-Install Python
2- Introduction to Python Language
14- Introduction to Advanced Analytics
2- Python
3- Exercises with Lists and Dictionaries
4- Tuples-Files
5- Exercises-Homework Python
3- Data Wrangling
6- Introduction to Data Wrangling
7- Data Cleaning with Pandas
8- Introduction to Descriptive Statistics
9- Data preparation/analyses with Numpy
11- First Quiz (Python/Pandas/NumPy)
4- Analytics and Visualization
10- Project using Pandas and Numpy
12- Understanding data with Visualization
13- Data Visualization using Matplotlib and Seaborn
5- Supervised Learning
15- Linear/Multiple Regression
16- Linear/Multiple Regression
17- Logistic regression/Scaling
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Bujar Prokshi
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