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*Please note that you must be a resident in Scotland to join this course and use SAAS part-time funding. More information on this is below.*IT Professional Training is offering free (fully funded by SAAS) Data Science and Machine Learning Course. Students have the option of attending this tutor-led course in the classroom in Edinburgh or via our virtual learning classroom from home.
Course schedule:
Scheduled Start Date: 31/10/2024
Classes per week: One day a week
Classes timings: 2:00pm to 5:00pm
Day: Thursday(only)
Duration of the course: 16 weeks.
Introduction:
This Data Science and Machine Learning course is quite comprehensive and suitable for you even if you have little knowledge about data science or if you are just exploring.
Course Description:
The course will provide you with all essential materials such problem solving skills, Investigative skills, Innovative skills, observative skills and critical Thinking skills. You will be learning the latest tools and technologies that are used in large companies such as Google, Netflix, Facebook, and other Retailers.
Prerequisites:
No prerequisite required, anyone can join this coming for any background as this course will be taught from basic to advanced level.
Course Objectives:
Introduction to Data Science
Python Basics
Python Advance
Python Advance and Practice Sessions
Basics of Statistics
Data Visualization in Python
Linear Regression
Logistic Regression
Classification using Decision Tree
Unsupervised learning
Basics of NLP
Advanced Regression
Introduction to Neural Networks
Model selection and General ML Techniques
Revision
Project
Exams & SQA Framework:
There will be an opportunity for leaners to attain a PDA (Professional Development Award) from SQA upon completion successfully (passing all relevant exams) as this qualification is aligned with the PDA DATA Science @ SCQF level 8.
Learner can earn up to 40 SCQF credit points upon passing all exams successfully. All SQA exams costs are included in the funding.
Modes of Learning:
You have the option of undertaking this course via following learning modes:
1.) Face to Face Classroom based Learning: You will attend the class each week on the day and time mentioned above.
2.) Virtual Learning: Live traditional face to face class will broadcast to all virtual learners each week on a specified time.
3.) Blended Learning: Mixture of Face to face and Virtual learning (must inform when joining the course).
SAAS Course Funding:
This course is funded by SAAS part time fee agency which is available to eligible individuals only:
SAAS General funding eligibility requirement:
1. You have to be a resident of Scotland
2. Either employed and earning less than 25k a year or can be unemployed as well
3. Have not used the SAAS funding in this Academic Year.
For more information on this, please visit the following link:
https://www.saas.gov.uk/_forms/funding_guide.pdf
Ticket Description:
This ticket logs your interest to join this course.
To study this course free, ITPT requires all interested students to complete SAAS PTFG application and ITPT course registration form. Please contact us to and we will be able to send this information via email.
Note: This course is fully funded by SAAS part-time funding and only eligible students will be able to join this course for free, please see below for the eligibility. If you are not eligible to get the SAAS part-time funding please contact us to discuss other options.
To check your funding eligibility:
Please follow the below link to check your course funding eligibility.
https://www.itpt.co.uk/funding-eligibility/
Course Enrolment:
To make an appointment to enrol in this course, click here to Book Course Registration/Consultancy Appointment.
We can send you the forms and information on how to complete them via email.
Contact:
Phone:
Edinburgh Office Number : 0131 552 5558
Glasgow Office Number : 0141 429 2922
Email: [email protected]
website: www.itpt.co.uk
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