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Download Advanced Data Wrangling with Pandas Course for Free

Download the complete Advanced Data Wrangling with Pandas video course for free with high-definition MP4 video lectures, project exercise archives, and step-by-step masterclasses. Learn offline at your own pace with zero paywalls or recurring subscriptions.

31Lectures

12.6Total Hours

1667MB Total Size

MP4 / 1080p HD

Instructor: Ridwan Suleiman Adejumo

English

beginner to advanced

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All Video Lectures Available to Download31 Videos

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Course Overview

MP4 HD5m•11.47 MB

Stream

Refresher on Pandas Data Structures (Series, DataFrame)

MP4 HD27m•58.84 MB

Stream

Importing and Exporting Data (CSV, Excel, Databases)

MP4 HD25m•54.20 MB

Stream

High Performance Data Handling with Pandas

MP4 HD1h 7m•147.64 MB

Stream

Working with String Data Types

MP4 HD35m•76.66 MB

Stream

Text Preprocessing Techniques

MP4 HD38m•84.26 MB

Stream

Regular Expressions for Advanced String Cleaning and Feature Engineering

MP4 HD43m•94.56 MB

Stream

Vectorized String Operations with apply() and lambda functions

MP4 HD23m•50.53 MB

Stream

Creating and Working with Date Time Objects

MP4 HD41m•91.21 MB

Stream

Datetime, Indexing and Selection

MP4 HD17m•37.63 MB

Stream

Datetime manipulation

MP4 HD18m•40.25 MB

Stream

Aggregating Time-series Data

MP4 HD5m•11.84 MB

Stream

Working with Levels in Multindex

MP4 HD12m•26.90 MB

Stream

Multi-level Indexing (Hierachial Indexing)

MP4 HD28m•60.85 MB

Stream

Stacking and Unstacking Data for Different Views

MP4 HD18m•38.68 MB

Stream

Fancy Indexing with boolean masks and conditions

MP4 HD21m•46.75 MB

Stream

Strategies for Handling Missing Values

MP4 HD15m•33.70 MB

Stream

Detecting Missing Values

MP4 HD29m•64.85 MB

Stream

Data Validation and Error Correction with Custom Functions

MP4 HD11m•25.15 MB

Stream

Dealing with Duplicates and Outliers

MP4 HD33m•72.26 MB

Stream

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What You'll Master in this Free Download Course

Mastering complex data manipulation techniques: Using Pandas advanced functions and methods, you will learn complex ways to manipulate data.

Develop efficient strategies for managing and analyzing big data: You will learn how to work efficiently with large and complex data sets.

Implement advanced data cleansing, transformation, and integration operations: Improve your skills in data cleansing, transformation, and integration.

Creating an optimized reusable data processing pipeline using Pandas: You will learn how to create an efficient and reusable data processing pipeline.

About this Free Download Course

Advanced Data Wrangling with Pandas course. This course will take you to an expert level in data manipulation using the powerful Pandas library. If you are familiar with the basics of Pandas, this course is designed for you. The Advanced Data Manipulation with Pandas course is a comprehensive program that teaches you advanced techniques for solving complex data challenges. With structured sections and hands-on exercises, this course enables you to quickly implement your new knowledge in real-world scenarios. What you will learn: Mastering complex data manipulation techniques: Using Pandas advanced functions and methods, you will learn complex ways to manipulate data. Develop efficient strategies for managing and analyzing big data: You will learn how to work efficiently with large and complex data sets. Implement advanced data cleansing, transformation, and integration operations: Improve your skills in data cleansing, transformation, and integration. Creating an optimized reusable data processing pipeline using Pandas: You will learn how to create an efficient and reusable data processing pipeline. This course is suitable for people who: Data analysts, data scientists, and software developers who have experience with Pandas and want to take their skills to the next level. Professionals who work with large or complex data sets and need to perform complex data manipulation tasks efficiently.

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