Python For Data Science Certification & Training

Name: Python Data Science Course
Brand: The Knowledge Academy
Rating: 4.9 (38503 reviews)

Python Data Science Course Overview

Python Data Science Training Course Outline

Module 1: Introduction of Python

What is Python?
What can be Done by Using Python Programming Language?
Why Python?

Module 2: Working with IPython

Launching IPython Shell and Jupyter Notebook
Keyboard Shortcuts in the IPython Shell
Special Commands of Python
Pasting Code Blocks: %paste and %cpaste
Running External Code: %run
Timing Code Execution: %timeit
%magic and %Ismagic
IPython’s In and Out Objects
IPython and Shell Commands
Errors and Debugging
Profiling and Timing Code

Module 3: Introduction to NumPy

Understand Data Types in Python
NumPy Arrays
Universal Functions
Aggregations: Min, Max and more
Computation on Arrays: Broadcasting
Comparison, Boolean Logic, and Masks
Fancy Indexing
Sorting Arrays
NumPy’s Structured Array

Module 4: Working with Pandas

Installing and Using Pandas
Pandas Objects
Data Indexing and Selection
Operating on Data in Pandas
Handling Missing Data
Hierarchical Indexing
Concat and Append
Merge and Join
Aggregations and Grouping
Pivot Tables
Vectorized String Operations
Working with Time Series
eval() and query()

Module 5: Visualization with Matplotlib

Overview of Matplotlibs
Object Oriented Interface
Two Interfaces
Simple Line Plots and Scatter Plots
Visualizing Errors
Density and Contour Plots
Histograms, Binnings, and Density
Customizing Plot Legends
Customizing Color bars
Multiple Subplots
Text Annotation
Three-Dimensional Plotting in Matplotlib
Visualization with Seaborn

Who should attend this Python Data Science Training Course?

This Python Data Science Course in the United States is designed to instruct Software Developers and Data Scientists in the advanced principles of utilizing Python for Data Science Applications. The following professionals can benefit from this course:

Software Developers
Data Analysts
Machine Learning Engineers
Product Managers
Business Analysts
Natural Language Processing Professionals
Data Scientists

Prerequisites of the Python Data Science Training Course

There are no formal prerequisites for attending Python Data Science Training. However, a basic understanding of programming would be beneficial.

Python Data Science Training Course Overview

Python is an open-source programming language known for its premier status and robust capabilities. It is also renowned for its user-friendly nature and extensive libraries tailored for data manipulation and analysis. This Python course in the United States enables delegates to learn a versatile language that accommodates multiple programming paradigms, including object-oriented, functional, and structured programming.

Understanding Python for data science is crucial for professionals in the United States aiming to master the subject. Data scientists, analysts, and anyone working with large datasets benefit from the efficiency and flexibility Python offers. Proficiency in this language opens doors to advanced data manipulation techniques, aiding professionals in extracting meaningful insights and patterns from complex datasets.

This 3-day Python Data Science Training by the Knowledge Academy in the United States is designed to equip delegates with essential programming skills. Participants will explore three-dimensional function visualization, mastering techniques such as histograms, binning, and density estimation. The course dives deep into constructing arrays, working with Python lists and custom arrays, and enhances data manipulation skills using the powerful Pandas library.

Course Objectives

To empower participants with essential Python programming skills for data science
To provide in-depth knowledge of three-dimensional function visualization techniques
To enable participants to customize plot legends and colorbars for effective data representation
To teach the construction of arrays, working with Python lists and custom arrays
To enhance data manipulation skills, including reorganizing multi-indices and merging datasets

Upon completing this course in the United States, delegates will benefit from an enriched skill set in Python for data science, enabling them to tackle complex data analysis tasks with confidence. They will gain proficiency in visualizing and interpreting data, ultimately enhancing their value as professionals in the rapidly evolving field of data science.

What’s included in this Python Data Science Training Course?

World-Class Training Sessions from Experienced Instructors
Python Data Science 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 Python Data Science Course. 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.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Python Data Science Course, 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.

Learn more in our FAQs

What our customers are saying

very friendly and knowledgeable

Chad Harris

Gbenga was a very good trainer. Clearly very knowledgeable, he was able to take us through complex tasks with a very good level of patience and commitment. He also took time to help those who were struggling at different times.

Michael Eynon

Very clear and engaging instructor

Joseph Graham

Python Data Science Course FAQs

What is Python Data Science?

Python Data Science involves utilising the Python programming language and its libraries for tasks like data manipulation, visualisation, statistical analysis, predictive modelling and machine learning, enabling extraction of insights and making data-driven decisions across various domains.

Are there any prerequisites to attend this Data Science with Python Training?

There are no prerequisites for attending this Python for Data Science Course. However, a basic understanding of programming would be beneficial.

Who should attend this Python for Data Science Course?

This Python for Data Science Training caters to aspiring Data Scientists, Data Analysts, Researchers, Business Analysts, Software Engineers, Statisticians, and anyone interested in leveraging Python for data analysis, modelling, and making data-driven decisions across various domains.

Do you offer 24/7 support for this Python for Data Science Course?

Yes. The Knowledge Academy offers 24/7 support for delegates before, during, and after this Python for Data Science Course.

What is included in this Data Science with Python Training Course?

This Python for Data Science Course comes with 3-day training sessions from experienced trainers, a digital delegate pack, and a certificate upon completion of the course.

What is the duration of this Python for Data Science Course?

The duration of this Data Science Python Training spans across 3 days.

Is Python for Data Science a good career?

Pursuing a career in Python for Data Science is highly rewarding, offering ample opportunities in various sectors, significant earning potential, and a strong demand for skilled professionals in the global job market.

What are the benefits of this Python Data Science Certification Course?

This course offers comprehensive training in analytical techniques, boosts career prospects, enhances skill set for big data analysis, and provides hands-on project experience.

What kind of jobs can I expect based on this Python Data Science Certification?

Upon completing this Python Data Science Course, delegates can pursue roles like Data Scientist, Data Analyst, Machine Learning Engineer, Business Analyst, Data Engineer, Research Scientist, AI Engineer, Quantitative Analyst, Financial Analyst, and Marketing Analyst across various industries.

What will I learn in this Data Science with Python Training Course?

In this Data Science with Python Training Course, you'll learn programming fundamentals, data manipulation with Pandas, data visualisation with Matplotlib, statistical analysis, machine learning with scikit-learn, and model evaluation.

Can you be a Data Scientist with just Python?

Yes, one can become a Data Scientist with just Python, as it's a versatile language with libraries for data analysis, Machine Learning, and visualisation, making it sufficient for many data science tasks.

What is the cost/training fees for Python Data Science Course certification in the United States?

The training fees for Python Data Science Course certification in the United States starts from $3795

Which is the best training institute/provider of Python Data Science Course in the United States?

The Knowledge Academy is the Leading global training provider for Python Data Science Course.

What are the best Data Science Courses courses in the United States?

Please see our Data Science Courses courses available in the United States

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

Looking for more information on Data Science Courses?

Python Data Science Course in United States

Washington D.C.

Back to course information

Upcoming classes
Package deals

Get a custom course package

We may not have any package deals available including this course. If you enquire or give us a call on +1 7204454674 and speak to our training experts, we should be able to help you with your requirements.

Book now