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 San Francisco 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 San Francisco 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 San Francisco 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 San Francisco, 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 San Francisco, 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 San Francisco 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.

San Francisco has a population over 850,000 and is the birthplace of the United Nations. It is also known as the cultural, commercial, and financial center of Northern California. It’s no surprise to hear that there are more than 50 hills in the city and that in the last 30 years there have been 5 earthquakes with a magnitude of 5 or over.

 

The city is also well known for its influence in performing arts; the War Memorial and Performing Arts Centre host the second largest opera company in North America as well as the San Francisco ballet. Iconic landmarks in the city include the Golden Gate Bridge and Alamo Square Park.


San Francisco is home to the University of California’s health and biomedical science campus and Hastings College of Law. The University has around 30,000 students and it awards undergraduate, master’s and doctoral degrees.

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Address

Best Western Plus Americana Hotel

121 Seventh Street

San Francisco

California

94103

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 San Francisco. 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 San Francisco, 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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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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What our customers are saying

Pandas For Data Analysis Training in San Francisco FAQs

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The training fees for certification in San Francisco starts from $3195
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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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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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