Udemy – Python Data Science with Pandas: Master 12 Advanced Projects 2024-10

Published on: 2024-11-02 20:25:52

Categories: 28

Description

Welcome to the first advanced and project-oriented Python Data Science with Pandas: Master 12 Advanced Projects course! This course starts where many other courses end: you can write pandas code but still struggle with real-world projects because: 1. Real-world data is usually in one or more Text/Excel file not provided -> more advanced data entry techniques required. 2- Real-world data is large, unstructured, nested, and messy -> more advanced techniques for data manipulation and data analysis/visualization are required. 3- Many easy-to-use Pandas methods work best with relatively small and clean datasets -> real-world datasets require more generic code (including other libraries/modules)

Whether you need excellent pandas skills for data analysis, machine learning or finance purposes, this is the course for you to take your skills to expert level! Master your real world projects! I’m Alexander Hagman, finance specialist and data scientist (over 7 years of industry experience) and best-selling trainer for Pandas, Data Science and Finance (Finance) with Python. I look forward to meeting you in this course!

What you will learn in Python Data Science with Pandas: Master 12 Advanced Projects

Application of Machine Learning: Real Estate Price Prediction
Doing web-scraping with the Pandas library
Advanced visualizations with Matplotlib and Seaborn
Cleaning large and messy datasets (millions of rows/columns)
Working with large data sets (millions of rows/columns)
And…

This course is suitable for people who

Everyone who really wants to master big, messy, uncleaned data sets.
Everyone who wants to improve their skills from “I can write pandas code” to “I can master my real data projects with pandas”.
Data scientists
Machine learning experts
Finance and investment specialists
researchers

Course details

Publisher: Udemy

Lecturer: Alexander Hagmann

English language

Training level: advanced

Number of courses: 195

Training duration: 15 hours and 35 minutes

Headlines of the course on 2022-9

Python Data Science with Pandas Master 12 Advanced Projects

Prerequisites

You should be familiar with Python (Standard Library, Numpy, Matplotlib)

You should have worked with Pandas before (at least you should know the basics)

A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software.

An internet connection capable of streaming HD videos.

Some high school level math skills would be great (not mandatory, but it helps)

Pictures

Python Data Science with Pandas: Master 12 Advanced Projects

Sample video

Video Player

00:00

Use Up/Down Arrow keys to increase or decrease volume.

Installation guide

After Extract, view with your favorite Player.

English subtitle

Quality: 720p

The version of 2024/10 compared to 2022/8 has increased the number of 22 lessons and the duration of 1 hour 53 minutes.