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Big Data Analytics/Data Science Group 2
Big Data Analytics/Data Science Group 2
127 Students enrolled
Created by: Freda Dyrkaj
Last Updated: 5th March 2024
English
Requirements
Big Data Analytics/Data Science Group 2
Description
Big Data Analytics/Data Science Group 2
Content
1- Introduction
1- Introduction to Data Science
2- Introduction to Python Language
2- Programming Concepts
3- If-Else Statements-Functions
4- String Variables
5- Lists Variables
6-Dictionaries
7-Tuples-Files
8- Exercises
9-First Exam_Python
3 - Data Wrangling With Pandas
10- Introduction Pandas
11-Exercises
12-Data Cleaning with Pandas
4- Introduction to Analytics and Visualization
13-Introduction to Analytics
14-NumPy Exercises
15-NumPy Visualization
16-Project_MatplotLib
5- Advanced Analytics
17-SecondExam-Pd,Np,Plt Libraries. Introduction to Advanced Analytics
18- Linear Regression
19- Multiple Regression
20-Logistic Regression
21- LogReg Exercises, Visualization
22-Project Nr1_Presentation
23-Scaling Data Analytics
24- Predictive Modeling and Analytics
24- Third Exam_Regression
6- Introduction to SQL
26- Introduction to DBMS
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