Certificate in Python for Recommender Systems
Certificate in Python for Recommender Systems
Master Python for Recommender Systems: Boost your career with data-driven insights, improve user experiences, and unlock business growth with our Certificate in Python for Recommender Systems Learn more today
Python for Recommender Systems This course is designed for data science enthusiasts and professionals looking to build recommender systems using Python.
Delivered online by London School of International Business, the school behind Healthcare Courses. Ofqual-regulated qualifications with flexible payment plans and admissions support seven days a week.
Flexible payment plans available · Start studying online immediately after enrolment
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Why enrol on this course?
Python for Recommender Systems
This course is designed for data science enthusiasts and professionals looking to build recommender systems using Python.
Learn how to implement collaborative filtering, content-based filtering, and matrix factorization using popular libraries like Pandas, NumPy, and Scikit-learn.
Some of the key concepts covered in this course include:
data preprocessing, model evaluation, and deployment of recommender systems.
Gain hands-on experience with real-world datasets and projects to build a robust recommender system.
Take your data science skills to the next level and start building recommender systems with Python today!
About this course
Who is this course for?
| Primary Keyword: Python | Ideal Audience for Certificate in Python for Recommender Systems |
| Professionals and students in the UK looking to upskill in data science and machine learning, with a focus on the finance and e-commerce sectors, are the primary target audience for this certificate. | Key characteristics include: |
| - Age: 25-45 years old | - Education: Bachelor's degree in Computer Science, Mathematics, or Statistics |
| - Experience: 1-3 years of experience in data analysis, machine learning, or a related field | - Location: UK, with a focus on London and other major cities |
| - Salary expectations: £40,000-£70,000 per annum | - Career goals: Data scientist, machine learning engineer, or business analyst |
Key facts
This program focuses on the application of Python programming language in building recommender systems, which are widely used in various industries such as e-commerce, media, and entertainment.
Upon completion of the program, learners will have gained the knowledge and skills required to develop scalable and efficient recommender systems, including collaborative filtering, content-based filtering, and hybrid approaches.
The program covers a range of topics, including data preprocessing, feature engineering, model selection, and deployment, all of which are essential for building effective recommender systems.
The duration of the program is typically 12 weeks, with learners expected to dedicate around 10 hours per week to complete the coursework and assignments.
The program is highly relevant to the industry, as recommender systems are increasingly being used to personalize user experiences and improve customer engagement.
Many companies, including Netflix, Amazon, and Spotify, rely on recommender systems to drive business growth and revenue.
By acquiring the skills and knowledge required to develop recommender systems, learners can pursue a range of career opportunities, including data scientist, software engineer, and business analyst.
The program is designed to be flexible and accessible, with learners able to complete the coursework at their own pace and on their own schedule.
The Certificate in Python for Recommender Systems is a valuable addition to any learner's skillset, providing a competitive edge in the job market and opening up new career opportunities.
Why this course?
| Year | Number of Online Transactions |
|---|---|
| 2020 | 1.4 billion |
| 2021 | 1.5 billion |
| 2022 | 1.6 billion |
| 2023 | 1.7 billion |
Career path
Course information
Duration
The programme is available in 2 duration modes:
- 1 month
- 2 months
Course delivery
Online
Entry requirements
Course content
Matrix Factorization •
Collaborative Filtering •
User-Based Collaborative Filtering •
Item-Based Collaborative Filtering •
Matrix Decomposition •
Singular Value Decomposition •
Alternating Least Squares •
Stochastic Gradient Descent •
Deep Learning for Recommender Systems •
Natural Language Processing for Recommender Systems
Assessment
Assessment is via assignment submission.
Fee structure
The fee for the programme is as follows:
- 1 month — Accelerated mode @ GBP £140
- 2 months — Standard mode @ GBP £90
Accreditation
Who delivers this course
- Qualification
- Certificate in Python for Recommender Systems
- Delivered by
- London School of International Business (LSIB) · UKPRN 10062390
- Awarded by
- an Ofqual-regulated awarding body
- Assessment
- Written assignments, no exams
- Support
- Admissions team, 7 days a week
Your career in health & social care starts here
Flexible online study — enrol in minutes and begin when you are ready.