Udemy - Data Science_A Practical Guide for Beginners torrent

Data Science_A Practical Guide for Beginners

https://WebToolTip.com

Published 4/2025
Created by Dr Padmini Panneer Selvam
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 20 Lectures ( 3h 24m ) | Size: 1.36 GB

Mastering the Fundamentals Through Real-World Applications and Hands-On Projects in Data Science

What you'll learn
Students will learn the end-to-end workflow of data science, from data collection and exploration to analysis and visualization.
Students will gain proficiency in using Numpy and Pandas to manipulate, transform, and analyze datasets through basic operations and functions.
Students will learn how to clean, handle missing data, and prepare datasets for analysis using techniques like data transformation and summarization.
Students will learn to create and customize various types of visualizations (e.g., scatter, line, bar plots) to communicate data insights effectively.
Students will acquire techniques for efficiently merging, concatenating, and reshaping large datasets, ensuring smooth handling of complex data.

Requirements
Learners should have a basic understanding of mathematics and statistics, familiarity with programming fundamentals (preferably in Python), and a keen interest in data-driven problem solving.