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Showing posts from November, 2024

Introduction - GenAI Data Analytics using Python

Introduction to Python and Data Analytics: Details This module provides a foundation in Python programming and introduces participants to the field of data analytics. It's designed for beginners with no prior experience in Python or analytics. --- Objective Familiarize participants with Python programming basics. Introduce the core concepts of data analytics. Enable participants to explore, clean, and prepare datasets. --- Content Outline 1. What is Data Analytics? What is Data Analytics? Data analytics is the process of examining raw data to identify trends, patterns, and insights to aid in decision-making. It involves using statistical techniques, tools, and software to transform data into actionable knowledge. --- Key Components of Data Analytics 1. Data Collection Gathering data from various sources like databases, APIs, sensors, and surveys. 2. Data Cleaning Preparing and correcting the data for analysis by handling missing values, removing duplicates, and correcting inconsist...