Python for Data Science Course

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 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 Data Science Training:

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 versatile language course in the United States accommodates multiple programming paradigms, including object-oriented, functional, and structured programming.

Understanding Python for Data Science is crucial for professionals 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 course in the United States 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 in the United States by the Knowledge Academy is designed to equip delegates with essential programming skills. Delegates will explore three-dimensional function visualization, mastering techniques such as histograms, binning, and density estimation. The course in the United States 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 delegates with essential Python programming skills for data science
To provide in-depth knowledge of three-dimensional function visualization techniques
To enable delegates 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 Data Science Training 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

Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.

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.

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.

Learn More

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 using the Python programming language and associated libraries, such as NumPy, Pandas, and Matplotlib, to analyze, visualize, and derive insights from large sets of data, facilitating tasks like statistical analysis, machine learning, and data manipulation.

What are the pre-requisites of this Python Data Science Course?

There are no prerequisites for attending this course. However, a basic understanding of programming would be beneficial.

Who should attend this Python Data Science Course?

Anyone interested in having a career in Python can attend this course. This course is well-suited for Big Data and Analytics Professionals, Software Developers, Project and BI Managers ETL Professionals

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

Yes, we provide 24/7 support for the Data Science Training with Python Course. Our customer service will be available to assist you before and after the course, with any queries, technical issues, or additional support you may require. We are committed to ensuring your learning experience is seamless and that you have access to assistance whenever you need it.

What is included in this Python Data Science Course?

This course comes with valuable training sessions led by experienced instructors, a digital delegate pack, and a certificate upon completion.

What is the duration of this Python Data Science Course?

The duration of this course spans across 3 days.

Do you provide self-paced for the Python Data Science Courses?

Yes. The Knowledge Academy offers flexible learning options for this Data Science with Python Course which helps delegates learn according to their convenience. These learning modes include the online instructor-led training, classroom training, on-site training, and self-paced training.

What are the benefits of Python Data Science Course?

Python for Data Science Course validates proficiency in using Python for Data Analysis, enhancing job prospects and opening opportunities in roles such as Data Scientist or Analyst.

Do you provide corporate training for this Python Data Science Online Course?

Yes, we provide corporate training for our Python Data Science Courses. We offer courses tailored to your organizational needs for a smooth learning journey.

Is Python Data Science a good career?

Yes, Python Data Science offers a promising career with high demand due to its versatility, widespread adoption in industry, and applications in Data Analysis, Machine Learning, and Artificial Intelligence, making it a sought-after skill set in diverse sectors.

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

With a Python Data Science certification, you can pursue roles such as Data Scientist, Machine Learning Engineer, or Business Analyst, working on tasks like predictive modeling, data analysis, and deriving insights from complex datasets, across industries like finance, healthcare, and technology.

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

The training fees for Python Data Science Coursein 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

Python Data Science Course in United States

Washington D.C.

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