Are you looking to gain a new in-demand skill from the comfort of your home? Well, look no further; you’ve come to the right place!
Our easy-to-follow Learn Machine Learning from Scratch will provide you with all the deep knowledge and insight you need to know about this topic. This comprehensive course has been broken down into several manageable modules, which we believe will assist you to easily grasp each concept – from the fundamental to the more advanced aspects of the course.
Learn the most in-demand skills from the safety & comfort of your home. Enjoy the freedom to learn at your own comfortable pace and prepare yourself for the market of the future.
Whether you are an aspiring professional or a complete beginner, this course will improve your expertise and boost your CV with key skills and an accredited certification attesting to your knowledge.
- This course is available to all learners of all academic backgrounds.
- Learners should be aged 16 or over to undertake the qualification.
- Some basic understanding of the English language and numeracy.
Why choose us?
- Affordable, engaging & high-quality e-learning study materials.
- Tutorial videos/materials from the industry-leading experts.
- Study in a user-friendly, advanced online learning platform.
- Efficient exam systems for the assessment and instant result.
- The UK & internationally recognized accredited qualification.
- Access to course content on mobile, tablet, or desktop from anywhere, anytime.
- The benefit of career advancement opportunities.
- 24/7 student support via email.
After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can, however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £29 or in PDF format at the cost of £19.
- PDF certificate’s turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days
Learn Machine Learning from Scratch is a useful qualification to possess and would be beneficial for any related profession or industry.
|Module 01: Introduction to Machine Learning Algorithms|
|Introduction to types of ML algorithm||00:02:00|
|Module 02: Preprocessing|
|Importing a dataset in python||00:02:00|
|Resolving Missing Values||00:06:00|
|Managing Category Variables||00:04:00|
|Training and Testing Datasets||00:07:00|
|Normalizing Variables – Python Code||00:03:00|
|Module 03: Regression|
|Simple Linear Regression – How it works?||00:04:00|
|Simple Linear Regreesion – Python Implementation||00:07:00|
|Multiple Linear Regression – How it works?||00:01:00|
|Multiple Linear Regression – Python Implementation||00:09:00|
|Decision Trees – How it works?||00:05:00|
|Random Forest – How it works?||00:03:00|
|Decision Trees and Random Forest – Python Implementation||00:04:00|
|Module 04: Classification|
|kNN – How it works?||00:02:00|
|kNN – Python Implementation||00:10:00|
|Decision Tree Classifier and Random Forest Classifier in Python||00:10:00|
|SVM – How it works?||00:04:00|
|SVM – Python Implementation||00:06:00|
|Resources – Machine Learning with Python||00:00:00|
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