Python Data Science Course in Sunderland

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Python Data Science Course

Sunderland

Learn to Create structured arrays from Python lists
Broaden your skillset to deploy Python for Data Science
Understand Machine Learning algorithms and data visualisation techniques

Dates & Prices Dates & Prices

Course information

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 Training Course is designed to instruct Software Developers and Data Scientists in the advanced principles of utilising 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 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 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 accommodates multiple programming paradigms, including object-oriented, functional, and structured programming.

The Python Data Science Training Course has been meticulously crafted to empower delegates with the programming skills necessary for the field of Data Science. Throughout this Data Science Training, delegates will delve deeply into the realm of visualising three-dimensional functions, gaining proficiency in techniques such as histograms, binning, and density estimation.

In this 3-day Data Science Course offered by The Knowledge Academy, delegates will be immersed in a comprehensive learning experience. They will discover how to construct arrays from the ground up, working with both Python lists and custom arrays. Additionally, delegates will develop a profound understanding of data manipulation using the powerful panda’s library.

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 Python for Data Science 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

Why choose us

Our Sunderland 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.

The city of Sunderland is located in the county of Tyne and Wear in the North East of England. The city is around 240 miles southeast of London. Sunderland city has an approximate population of 174,000 residents. The Stadium Village is a plan to relocate the businesses and redevelop the site as well as adding sporting facilities to create a sports village, as well as plans to create a hotel, residential accommodation, and a footbridge. Sunderland is home to the University of Sunderland and was short-listed for the ‘University of the Year’ award in 2012. The university has over 20,000 students studying variety of different courses in a range of subjects including Business, Law and Psychology, as well as Computing and Technology. The Sunderland College has around 6,300 part-time learners and approximately 4,800 full-time students and was awarded a Grade 2 for their Ofsted inspection in 2010.

Popular searched areas in and around Sunderland include:-

Farringdon
Hendon
Whitburn
Southwick
Castletown
Ryhope
Silksworth
South Hylton
Doxford International Business Park
East Herrington

Address

Sunderland

T: 01344203999

Ways to take this course

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

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

Highly experienced trainers

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

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

Small class sizes

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

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

Learn more in our FAQs

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.

Tailored learning experience

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

Maximise your training budget

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

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

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

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 in Sunderland FAQs

What is Python in 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 Python Training?

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

Why is it important to pursue this Python Data Science Course?

This course equips you with essential skills in data analysis, machine learning, and statistical computing. Python’s versatility and vast libraries, such as Pandas, NumPy, and TensorFlow, make it indispensable for modern data science tasks, enabling better decision-making and business insights.

What are the levels of difficulty for this Python for Data Science Training?

The course is designed for all skill levels. Beginners start with foundational Python programming and basic data handling, while advanced learners explore complex topics like machine learning models, predictive analytics, and data visualisation.

Who should attend this Python for Data Science Training?

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 Training?

Yes, The Knowledge Academy offers 24/7 support to assist delegates with questions, challenges, or technical issues throughout their learning journey. This ensures a smooth and uninterrupted learning experience.

What is included in this Python for Data Science Certification?

In this course, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What is the duration of this Data Science with Python Training Course?

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

Who should I contact if I’m unable to access the Data Science with Python Training Course?

If you are unable to access your Data Science with Python Training Course, contact the support team at The Knowledge Academy via their customer service email or phone number provided on their website for prompt assistance and resolution of your issue.

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 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 are the career opportunities after completing these Python for Data Science Courses?

After completing these courses, opportunities include roles as Data Analysts, Data Scientists, Machine Learning Engineers, and Research Analysts in diverse industries.

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 these Python for Data Science Courses?

With these Python for Data Science Courses, 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.

Do you provide self-paced training for these Online Python for Data Science Courses?

Yes, self-paced training is available, allowing learners to access course materials and complete lessons at their own convenience, making it flexible for professionals balancing work and study.

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

Yes, corporate training is provided for organisations looking to upskill their workforce in Python for Data Science, offering customised solutions to meet business and team-specific needs.

Are there any certifications available after completing this Python Data Science Course?

Yes, after completing the Python for Data Science Certification Course, delegates can obtain a certification that validates their skills and knowledge in data science and Python programming.

Why choose The Knowledge Academy in Sunderland over others?

The Knowledge Academy in Sunderland 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 the Python Data Science Certification.

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

The training fees for Python Data Science Coursein Sunderland starts from £2995

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

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

What are the best Data Science Courses courses in Sunderland?

Please see our Data Science Courses courses available in Sunderland

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

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