Python Data Science 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
  • Vectorised String Operations
  • Working with Time Series
  • eval() and query()

Module 5: Visualisation with Matplotlib

  • Overview of Matplotlibs
  • Object Oriented Interface
  • Two Interfaces
  • Simple Line Plots and Scatter Plots
  • Visualising Errors
  • Density and Contour Plots
  • Histograms, Binnings, and Density
  • Customising Plot Legends
  • Customising Colorbars
  • Multiple Subplots
  • Text Annotation
  • Three-Dimensional Plotting in Matplotlib
  • Visualisation with Seaborn
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Who Should Attend this Python Data Science Course? 

This Python Data Science Course is ideal for professionals who want to apply Python to data analysis, modelling, and data driven decision making. It is particularly beneficial for:  

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

Prerequisites of the Python Data Science Course

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

Python Data Science Course Overview 

Python Data Science Training focuses on using Python for data analysis, visualisation, and manipulation tasks. It covers core programming concepts and data-focused techniques required to work confidently with structured datasets. 

This Python Data Science Online Training helps delegates build practical data handling and analytical skills using Python libraries. Delegates improve readiness to analyse data, create visual insights, and support informed, data-driven decisions. 

This 3-Day course offered by The Knowledge Academy enables delegates to apply Python data science techniques in real scenarios. Delegates learn to work with arrays, perform data manipulation, and visualise results to solve practical data challenges. 

Python Data Science Course Objectives

  • To equip delegates with proficiency in Python
  • To establish a solid foundation in data manipulation using Python at the advanced level
  • To cultivate expertise in data visualisation techniques, including the creation of line plots, scatter plots, and the visualisation of three-dimensional functions
  • To instruct delegates in advanced data visualisation skills, such as crafting histograms, performing binning, estimating density, and customising plot legends and colorbars
  • To broaden programming versatility by imparting knowledge of multiple programming paradigms supported by Python

Upon completing this course, delegates will have the knowledge and skills required to personalise their Matplotlib visualisations as well.

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What’s Included in this Python Data Science Course?

  • World-Class Training Sessions from Experienced Instructors
  • Python Data Science Certificate
  • Digital Delegate Pack

You’ll also get access to the MyTKA Training Portal, which will be your go to hub for all your training.
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.
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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.

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Live classes

Join a scheduled class with a live instructor and other delegates.

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Interactive

Engage in activities, and communicate with your trainer and peers.

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Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

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Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

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Scalable Training Delivery

Access Python Data Science Course in Spain delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Python Data Science Course with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

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Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Python Data Science Course industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Python Data Science Course through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

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Flexible Learning

Access Python Data Science Course resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

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Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

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Global Training Provider

Access Python Data Science Course in Spain from a trusted global training provider delivering consistent learning to professionals worldwide.

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Cost-Effective Training

Benefit from the cost-effective Python Data Science Course that delivers high-quality course content without compromising learning outcomes.

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Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Experience the most sought-after learning style with The Knowledge Academy's Python Data Science Course. 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 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 Python Data Science Course 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 Python Data Science Course 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

Package deals for Python Data Science Course

Our training experts have compiled a range of course packages on a variety of categories in Python Data Science Course, to boost your career. The packages consist of the best possible qualifications with Python Data Science Course, and allows you to purchase multiple courses at a discounted rate.

Python Data Science Course FAQs

What is Python for Data Science?

Python for Data Science is a specialised training focused on teaching Python's powerful tools and libraries for data analysis, visualisation, and machine learning. It equips learners with practical skills to extract valuable insights from data and solve real-world problems.

Are there any prerequisites for taking this Python Data Science Course?

This course is designed to accommodate learners from various backgrounds. While prior knowledge of Python or basic programming concepts can be helpful, it is not mandatory as the training includes foundational concepts to help learners start confidently.

What are the benefits of taking a Python Data Science Course?

The course helps you build strong data analysis and problem-solving skills. It enables you to work confidently with datasets, generate meaningful insights, and support data-driven decisions that add value across technical and business roles.

What is the duration of this training?

This course takes 3 days to complete, during which delegates participate in intensive learning sessions that cover various course topics.

What topics are covered in the Python Data Science Course?

The course covers Python fundamentals, data cleaning and manipulation, exploratory data analysis, and data visualisation techniques. It also includes working with arrays, core libraries such as NumPy and pandas, and applying analytical methods to real datasets.

Does The Knowledge Academy provide corporate training?

Yes, we provide corporate training for this Course, tailored to fit your organisation’s requirements.

Does The Knowledge Academy offer support to candidates pursuing the Python for Data Science Course?

Yes, The Knowledge Academy offers support via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.

How can I access the Python Data Science Course content?

You will be able to access the course material using MyTKA Training Portal, which is where you will find all the training materials. It will be available to you even after the training period, so that you can constantly refer to and learn.

What is the average salary hike that one can expect on completing the Python Data Science Course?

On average, professionals may see a 10–25% salary increase after completing a Python Data Science Course.

What job opportunities will I get on completing the Python Data Science Course?

Completing this course opens doors to roles such as Data Analyst, Data Scientist, Machine Learning Engineer, and Business Intelligence Analyst, offering exciting opportunities in a thriving industry.

Will this Python Data Science Course help me understand strategies for scaling a business?

The course supports better business decisions by improving data analysis and insight generation. While it does not teach business strategy directly, the skills gained help analyse trends, performance metrics, and growth opportunities effectively.

How is this Python Data Science Online Course kept updated with current industry trends?

This Python Data Science Online Course is regularly updated to reflect current tools, techniques, and industry practices. It incorporates modern use cases and evolving data science trends to ensure skills remain relevant and practical.

What should be the next step after completing the Python Data Science Course?

After completion, delegates can progress to advanced Data Science, Machine Learning, or analytics courses. Applying the skills in real projects or workplace tasks also helps reinforce knowledge and build practical experience.

What skills will I gain on completing the course?

You will gain skills in Python programming, data cleaning, analysis, and visualisation. The Course also strengthens problem-solving, analytical thinking, and the ability to work confidently with data-driven tasks.

Why choose The Knowledge Academy in Spain over others?

The Knowledge Academy stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this certification.

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

The training fees for Python Data Science Course in Spain starts from €3495

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

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

What are the best Data Science Courses courses in Spain?

Please see our Data Science Courses courses available in Spain

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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"

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