Course information

Pandas for Data Analysis Training Course Outline

Module 1: Introduction and Installation

  • Define Pandas
  • Installing Pandas
  • Running Test Suite
  • Dependencies

Module 2: Getting Started with Pandas

  • Package Overview
  • Exploring Panda
  • Essential Basic Functionality
  • Comparison with Other Tools

Module 3: User Guide

  • IO Tools
  • Indexing
  • Merge, Join, and Concatenate
  • Reshaping and Pivot Tables
  • Working with Text Data, Missing Data, and Categorical Data
  • Nullable Integer Data Type
  • Computational Tools
  • Group By: Split-Apply-Combine
  • Time Series and Time Deltas
  • Stylings
  • Options and Settings
  • Enhancing Performance
  • Sparse Data Structures

Module 4: Pandas Ecosystem

  • Statistics and Machine Learning
  • Visualization
  • IDE
  • Extension Data Types

Module 5: Development Phase

  • Extending Pandas
  • Storing Pandas DataFrame Objects in Apache Parquet Format

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Who should attend this Pandas for Data Analysis Training Course?

The Pandas for Data Analysis Course in Houston aims at equipping learners with the knowledge and skills to manipulate, analyze, and visualize data using the Pandas library in Python. The following professionals can benefit greatly with this course:

  • Data Analysts
  • Data Scientists
  • Business Analysts
  • Researchers
  • Statisticians
  • Data Engineers
  • Machine Learning Engineers

Prerequisites of the Pandas for Data Analysis Training Course

There are no formal prerequisites to attend Pandas for Data Analysis Course. However, a basic knowledge of programming can be beneficial in this Data Science Course.

Pandas for Data Analysis Training Course Overview

In the realm of data science, Pandas course in Houston stands as a beacon of efficiency and versatility. This open-source Python library offers high-performance tools for data analysis and data structure manipulation. With its extensive capabilities, Pandas has become indispensable in various fields, including statistics, economics, and analytics.

Data scientists, analysts, economists, and anyone dealing with data in Python can greatly benefit from mastering this versatile library. Pandas simplifies data manipulation tasks, allowing professionals to clean, transform, and analyze data efficiently. In an era where data quality and speed are essential, Pandas course in Houston empowers professionals to make informed decisions, extract valuable insights, and drive business success.

Over the course of this intensive 2-day training by the Knowledge Academy in Houston, delegates will embark on a comprehensive journey through Pandas and its data structures. They will gain a deep understanding of how to work with various data types, including text, missing, and categorical data, enabling them to handle diverse datasets effectively. Delegates will also explore essential Pandas operations such as merging, joining, concatenating, reshaping, etc.

Course Objectives

  • To master Pandas data structures and operations
  • To efficiently handle text, missing, and categorical data
  • To explore essential Pandas functions for merging, reshaping, and pivot tables
  • To acquire data visualization skills and utilize integrated development environments
  • To understand data validation practices and work with extension data types
  • To gain proficiency in storing Pandas Data Frame objects in Apache Parquet format

Upon completion of this course in Houston, delegates will benefit from enhanced proficiency in data analysis using Pandas. They will be equipped with the skills to efficiently manipulate diverse datasets, perform essential Pandas operations, and utilize data visualization techniques. This training will empower participants to apply Pandas effectively in their roles, making data-driven decisions with confidence and contributing to the success of their organizations.

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What’s included in this Pandas for Data Analysis Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Pandas for Data Analysis Certificate
  • Digital Delegate Pack

Why choose us

Our Houston venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Houston is the largest and most populated city in Texas and the American South. It is the fourth crowed city in the United States of America. It has a population of approximately over 2 million citizens. Houston is home to the Houston Independent School District (HISD) which consists of 17 school districts and 112 campuses, making it the seventh largest school district in the United States. Houston offers magnet or vanguard schools specialising in the sciences, visual and performing arts, and health professions. Houston also has charter schools and some public school districts also have their own charter schools. The city also has over 300 private schools which are accredited by Texas Private School Accreditation Commission. Houston also has Houston Area Independent Schools which offer different religious and secular viewpoints. The Archdiocese of Galveston-Houston operate the Houston Catholic schools.Huston is also home to 3 community colleges which use either the Houston Community College System or the Lone Star College System in the North-Western through North-Eastern part of Houston. Both of these are part of the 10 largest institutions of higher learning in the United States. The South-Eastern part of Houston is assisted by San Jacinto College with the Lee College serving the North-Eastern part of the city. The city also offers several private institutions of higher learning including many colleges and universities including The University of St. Thomas which is a liberal arts college as well as the Rice University which is a Catholic University with over 6,000 students enrolled. Houston provides students our separate and distinct state universities. The University of Houston is a Tier One research university and is nationally recognised. The university was established in 1927 and is the third largest university in Texas with over 40,000 students following the University of Houston System. The city also provides two stand-alone universities: The University of Houston–Clear Lake (UHCL) which was established in 1971 and teaches over 8,000 students and University of Houston–Downtown which was founded in 1974 and has nearly 14,000 students attending. Houston is also home to Texas Southern University (TSU) which is a historically black university (HBCU); it was founded in 1927 as Houston Coloured Junior College. It now teaches nearly 10,000 students.

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Address

Post Oak Central, 

1980 Post Oak Blvd

15th Floor 

Houston

Texas

United States

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Pandas For Data Analysis Training in Houston. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Pandas For Data Analysis Training in Houston, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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The training fees for certification in Houston starts from $3195
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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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