Course information

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

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Who should attend this Python Data Science Training Course?

This Python Data Science Course in Kolkata 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 Kolkata 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 Kolkata 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 Kolkata 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 Kolkata, 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.

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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

Our Kolkata 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.

Kolkata is situated on the east bank of the Hooghly River within East India, as well as it being the capital city of West Bengal, it plays a big part within East India’s educational, cultural and commercial industries. Calcutta as the city is otherwise known has a metropolitan population of around 14.1 million recorded in 2011 which makes it the third most populated metropolitan area within India, the city itself was home to around 4.5 million people in the same year. Kolkata has some history within its ports as the Port of Kolkata is the oldest one within India that is still used for operations. The secondary schools and universities within Kolkata can be owned either by the international board, central or state government or be privately owned. However not everyone is able to or goes to school, therefore, there are initiatives put in place to get more children into school such as the Shikhshalaya Prakalpa which also looks to improve the quality of teaching within the schools as well. Secondary schools within Kolkata include the Hare school, Hindu School and the La Martiniere Calcutta which is a Christian school, founded in 1835 which makes it one of the oldest within India. As well as one of the oldest schools, Kolkata is also home to two of the oldest engineering institutes within in India these being the Bengal Engineering and Science University and the Jadavpur University. There are many universities within Kolkata some of which include the Amity University, Aliah university, the Indian Institute of Science Education and Research, Kolkata, West Bengal National University of Animal and Fishery Sciences, West Bengal National University of Health Sciences, Techno India University and West Bengal National University of Juridical Sciences, Indian Statistical Institute, Indian institute of Foreign Trade and the Rabindra Bharati University. Kolkata also has two universities that are recognised as universities with potential for excellence these being the Jadavpur University and the Universtiy of Calcutta. The universities all offer different opportunities such as the public universities offer students their own diplomas and degrees. Courses can range from health sciences, management, science, engineering, medical, business, marine engineering, animal and fishery science, dentistry, science education and research as well as foreign trade.

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Address

P, 21A,Old Ballygung Road.
3rd Floor (above Chinese Pavilion)
Near Birla Mandir.
Kolkata 700019
(West Bengal)

T: +91 8037244591

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Python Data Science Course in Kolkata. 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 Python Data Science Course in Kolkata, 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 Python Data Science Course in Kolkata. 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 Python Data Science Course in Kolkata sessions.

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Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

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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

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Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

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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 at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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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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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

Python Data Science Course in Kolkata FAQs

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.
There are no prerequisites for attending this course. However, a basic understanding of programming would be beneficial.
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
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.
This course comes with valuable training sessions led by experienced instructors, a digital delegate pack, and a certificate upon completion.
The duration of this course spans across 3 days.
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.
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.
Yes, we provide corporate training for our Python Data Science Courses. We offer courses tailored to your organizational needs for a smooth learning journey.
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.
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.
The training fees for Python Data Science Course certification in Kolkata starts from INR59995
The Knowledge Academy is the Leading global training provider for Python Data Science Course.
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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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