Login
Categories
Machine Learning
Machine Learning
Artificial Intelligence
Big Data Analytics & Cloud Computing
Software Development
Web Application Development
Java Development
Python
Cyber Security
Cyber Security
Soft Skills
Soft Skills Development
IT Project Management
Web Application Development
Web Application Development
Big Data Analytics / Data Science
Bid Data Analytics / Data Science
Kosovo Young ICT Skilled Profiles
Login
Become An Instructor
×
S9_Big Data Analytics / Cloud Computing Gr_3
S9_Big Data Analytics / Cloud Computing Gr_3
153 Students enrolled
Created by: Freda Dyrkaj, Arber Kukaj, Arber Kukaj
Last Updated: 17th September 2024
English
Requirements
S9_Big Data Analytics / Cloud Computing Gr_3
Description
S9_Big Data Analytics / Cloud Computing Gr_3
Content
Introduction
1- Introduction to Data Science
21- Business intelligence
26- Exam in MySql-KNN
31- Project Presentation
32- Project Presentation/Overall student evaluation
Python Language
2- If-Else Statements-Functions-Strings
3- Lists-Dictionaries
4- Tuples-Files
Data Wrangling
5- Data Cleaning with Pandas
6- Introduction to Analytics/Exercises
7- Data preparation with Numpy
8- Exam in Python/Pandas/NumPy
Analytics and Visualization
9- NumPy Visualization
10- Understanding data with Visualization
Introduction to RDBMS-MYSQL
14- Introduction to DBMS
15- MySql/Constr/Where
16- MySql/Alias/Index/view
17- MySql- Joins/Having/Group by
18- MySql-Exercises total lessons/Multiple Tables
Using Databases in Python
19- Python connect with MySql
20- Python MySql Project
Supervised Learning
11- Linear/Multiple Regression
12- Logistic regression/Scaling
13- Exam in Regression Analysis
22- P-Value StatTest
24- K-nearest neighbors (KNN)
23-Introduction to Heteroscedasticity
25- KNN-Error(Example Real Data)
27- K-Nearest Neighbors as Classifier and Regressor
UnSupervised Learning
28- KMeans Cluster
29- KMeans Exercises
30- Repeat All Chapters/Final Exam
Recent Modules
Web Development Practitioner
Last Updated 16th September 2024
0
Machine Learning
Last Updated 16th September 2024
47
Artificial Intelligence
Last Updated 16th September 2024
47
Python Programming
Last Updated 17th September 2024
198
Big Data Analytics / Cloud Computin...
Last Updated 16th September 2024
153
Meet your instructor
Freda Dyrkaj
Meet your instructor
Bug Data Trainer
Arber Kukaj
Meet your instructor
Arber Kukaj
Meet your instructor
I shall enter later
Report
Become An Instructor
×