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Big Data Analytics / Data Science
Big Data Analytics / Data Science
58 Students enrolled
Created by: Arta Abdullahu
Last Updated: 10th October 2022
English
Requirements
Big Data Analytics / Data Science
Description
Big Data Analytics / Data Science
Content
Chapter 1 - Introduction to Data Science
Data Science
Types of data analysis, Types of jobs in Data Analytics, Database administrator
Fundamental areas of study in data science
Data Collection and Storage
Preparation, Exploration, and Visualization
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Chapter 2 - Python for Data Analysis
Introduction to Python
Loops & Functions
User Defined Functions, Lambda Function, Importing Modules
Python programming with NumPy concepts and its application
Python Pandas: Installation and Loading Data
Python Pandas: Data Frames, Indexes
Python Pandas: Filtering, Updating
Python Pandas: Add-Remove, Sorting
Python Pandas: Add-Remove, Sorting
Python Pandas: Sorting, Cleaning Data
Python Pandas: Grouping- Aggregation
Python Pandas: Datetime series
Python Matplot Library
Python Matplot Library
Python Matplot: Charts
Python Matplot: StackPlot
Real Project
Python Visualization: Numpy, HTML
Project with all functions
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Python Visualization: Numpy, HTML
Training and implementation of practical exercise on Big Data Analytics
Project with all functions
Training and implementation of practical exercise on Big Data Analytics
Real Project
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Chapter 3 - SQL for Big Data
Introduction to SQL
Main structure of SQL
First Project with Diagram
SQL – Data Definition Language Commands and Operations.
SQL – Data Manipulation Language Commands and Operations
SQL – Data Control Language Commands and DCL Operations
SQL Clauses
SQL Queries and Sub Queries
SQL Queries and Sub Queries Part 2
SQL Functions
SQL Views
SQL Stored Procedure
Training and implementation of practical exercise on Big Data Analytics
Chapter 4 - Analyze Data in Excel
Excel Basics for Data Analysis
Chapter 5 - Data Visualization with Power BI
Data Analysis and Visualization with Microsoft Power BI
Training and implementation of practical exercise on Big Data Analytics
Training and implementation of practical exercise on Big Data Analytics
Data Visualization
Data visualization with Power BI
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