Python Data Science Course - Canada

Python Data Science Course

The Python Data Science Course in Canada builds practical skills to analyse, interpret, and visualise data using Python. It focuses on transforming raw data into meaningful insights through data manipulation, statistical analysis, and clear visual representations for informed decision making.

Learn to work with real world datasets for practical insights
Develop strong data analysis and problem solving skills using Python
Build confidence in interpretation techniques with Python Data Science Course

Dates & Prices

Python Data Science Course Overview

Course syllabus

Who it’s for

What’s included

FAQs

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

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.

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.

Ways to take Python Data Science Course

Online Instructor-Led Learning

Online Self-Paced Learning

Onsite Learning

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.

Scalable Training Delivery

Access Python Data Science Course in Canada 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.

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.

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.

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.

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.

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.

Expert-Developed Content

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

Global Training Provider

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

Cost-Effective Training

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

Interactive LMS

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

Python Data Science Course Schedule

Online Instructor-Led

Online Self-Paced

Classroom

Onsite

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 Canada 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 Canada?

The training fees for Python Data Science Course in Canada starts from CAD5195

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

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 Canada?

Please see our Data Science Courses courses available in Canada

Customers Reviews

Tim Wood

Tutor was extremely helpful throughout the course - teaching at a pace which wasn't overwhelming whilst also supplying supplementary material to go into certain topics at greater detail. He was very passionate about the subject he was teaching which helped to keep engaged within the course as a whole!

Chad Harris

very friendly and knowledgeable

Michael Eynon

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.

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Why choose The Knowledge Academy

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.

Our Clients

"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