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Big Data Analytics/ Data Science
Big Data Analytics/ Data Science
69 Students enrolled
Created by: Arta Abdullahu
Last Updated: 27th September 2023
English
Requirements
Big Data Analytics/ Data Science
Description
Big Data Analytics/ Data Science
Content
Chapter 1 - Introduction to Data Science
The Foundations of Data Science
Data science process and lifecycle
The roles of data scientists, data analysts, data engineers, and database administrators
Preparation, Exploration, and Visualization|Data Science: Theories, Models and Analytics
Data Collection and Storage
Experimentation and Prediction
The Data Ecosystem
Data Science vs. Data Analytics: Understanding the Differences| Predictive Modeling and Analytics
4 big Vs of Big Data: volume, velocity, variety, and veracity| Data Science at Scale
Chapter 2 - Python Programming Fundamentals
Introduction to Python Language
Control Flow(Conditional statements (if, elif, else) Loops (for, while) Iteration and looping techniques Control flow with Python)
Data Structures(Lists and their operations Tuples Sets Dictionaries Basic operations on data structures)
Functions (Defining and calling functions Function parameters and return values Scope and lifetime of variables Built-in functions and modules)
Data Structures(Lists and their operations Tuples Sets Dictionaries Basic operations on data structures)_Advaced
Functions and Modules
Dictionaries and Sets(Understanding dictionaries and sets. Operations on dictionaries and sets. Use cases for each data structure.)
Dictionaries and Sets_Adv
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