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Pandas for Data Analysis Training Overview
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 Pandas
- 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
- Visualisation
- IDE
- Extension Data Types
Module 5: Development Phase
- Extending Pandas
- Storing Pandas DataFrame Objects in Apache Parquet Format
Who should attend this Pandas for Data Analysis Training Course?
The Pandas for Data Analysis Course aims at equipping delegates with the knowledge and skills to manipulate, analyse, and visualise 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 Analysis Training.
Pandas for Data Analysis Training Course Overview
In the realm of data science, Pandas 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 analyse data efficiently. In an era where data quality and speed are essential, Pandas 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, 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 visualisation skills and utilise 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 completing this Data Science Course, 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 utilise data visualisation techniques.
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
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Pandas for Data Analysis Training. 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.
Live classes
Join a scheduled class with a live instructor and other delegates.
Interactive
Engage in activities, and communicate with your trainer and peers.
Global Pool of the Best Trainers
We handpick from a global pool of expert trainers for our Online Instructor-led courses.
Expertise
With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.
Global Reach
With classes running in all timezones, access any of our courses and course material from anywhere, anytime.
Unlock your potential with The Knowledge Academy's Pandas for Data Analysis Training, 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.
Experience the most sought-after learning style with The Knowledge Academy's Pandas for Data Analysis Training. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Pandas for Data Analysis Training sessions.
Highly experienced trainers
Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience
State of the art training venues
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
Small class sizes
Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment
Great value for money
Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value
Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Pandas for Data Analysis Training at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.
Tailored learning experience
Leverage benefits offered from a certification that fits your unique business or project needs
Maximise your training budget
Cut unnecessary costs and focus your entire budget on what really matters, the training.
Team building opportunity
Our Pandas for Data Analysis Training offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings
Monitor employees progress
The course know-how will help you track and evaluate your employees' progression and performance with relative ease
What our customers are saying
He was a good trainer
Vishal Kakkar
Pandas for Data Analysis Training FAQs
Please arrive at the venue at 8:45am.
There are no prerequisites to attend this course. However, a basic knowledge of programming would be beneficial.
Anyone wishes to develop their knowledge and skillset on python libraries can attend this course. This course is beneficial for those who want to make a career in data science and data analytics.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The training fees for Pandas for Data Analysis Trainingin Austria starts from €2895
The Knowledge Academy is the Leading global training provider for Pandas for Data Analysis Training.
Please see our Data Science Courses courses available in Austria
Why choose us
Best price in the industry
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Many delivery methods
Flexible delivery methods are available depending on your learning style.
High quality resources
Resources are included for a comprehensive learning experience.
"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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