Advanced Certificate in Principles of Machine Learning for Data Science

Wednesday, 11 February 2026 07:55:11

International applicants and their qualifications are accepted

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Overview

Overview

Machine Learning

is a crucial aspect of Data Science, and this Advanced Certificate in Principles of Machine Learning is designed to equip learners with the necessary skills to apply machine learning concepts in real-world scenarios.
Some of the key topics covered in this course include supervised and unsupervised learning, linear regression, decision trees, clustering, and neural networks. The course is tailored for data scientists and professionals looking to enhance their machine learning skills, with a focus on practical applications and hands-on experience.
Through a combination of lectures, assignments, and projects, learners will gain a deep understanding of machine learning principles and be able to apply them to solve complex problems.
By the end of this course, learners will be able to develop predictive models, make data-driven decisions, and drive business value through data science. If you're interested in advancing your career in data science, explore this course and take the first step towards becoming a machine learning expert.

Machine Learning is a rapidly evolving field that has revolutionized the way we approach data science. The Advanced Certificate in Principles of Machine Learning for Data Science is designed to equip you with the skills and knowledge required to succeed in this exciting field. By mastering the principles of machine learning, you'll gain a deep understanding of how to extract insights from data and make informed decisions. With this course, you'll benefit from data-driven decision making, predictive analytics, and automated modeling. Career prospects are vast, with opportunities in industries such as finance, healthcare, and technology.

Entry requirements

The program operates on an open enrollment basis, and there are no specific entry requirements. Individuals with a genuine interest in the subject matter are welcome to participate.

International applicants and their qualifications are accepted.

Step into a transformative journey at LSIB, where you'll become part of a vibrant community of students from over 157 nationalities.

At LSIB, we are a global family. When you join us, your qualifications are recognized and accepted, making you a valued member of our diverse, internationally connected community.

Course Content

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Linear Regression
• Logistic Regression
• Decision Trees
• Random Forest
• Support Vector Machines
• Clustering Algorithms
• Neural Networks

Assessment

The evaluation process is conducted through the submission of assignments, and there are no written examinations involved.

Fee and Payment Plans

30 to 40% Cheaper than most Universities and Colleges

Duration & course fee

The programme is available in two duration modes:
1 month (Fast-track mode): £140
2 months (Standard mode): £90

40% Cheaper

Our course fee is up to 40% cheaper than most universities and colleges.

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Awarding body

 The programme is awarded by London School of International Business. This program is not intended to replace or serve as an equivalent to obtaining a formal degree or diploma. It should be noted that this course is not accredited by a recognised awarding body or regulated by an authorised institution/ body.

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  • Start this course anytime from anywhere.
  • 1. Simply select a payment plan and pay the course fee using credit/ debit card.
  • 2. Course starts
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Got questions? Get in touch

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+44 75 2064 7455

admissions@lsib.co.uk

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Career path

Key facts about Advanced Certificate in Principles of Machine Learning for Data Science

The Advanced Certificate in Principles of Machine Learning for Data Science is a comprehensive program designed to equip learners with the fundamental concepts and skills required to work with machine learning models in data science. This program covers a wide range of topics, including supervised and unsupervised learning, linear regression, decision trees, clustering, and neural networks, providing learners with a solid foundation in machine learning principles. Upon completion of the program, learners can expect to gain the following learning outcomes:
- Develop a deep understanding of machine learning algorithms and techniques
- Learn to design and implement machine learning models using popular libraries such as scikit-learn and TensorFlow
- Understand how to evaluate and optimize machine learning models for real-world applications
- Gain hands-on experience with data preprocessing, feature engineering, and model deployment The duration of the Advanced Certificate in Principles of Machine Learning for Data Science varies depending on the institution offering the program, but most programs take around 6-12 months to complete.
This duration allows learners to gain a thorough understanding of machine learning concepts and apply them to real-world problems. The Advanced Certificate in Principles of Machine Learning for Data Science is highly relevant to the data science industry, as machine learning is a critical component of many data-driven applications.
Learners who complete this program can expect to find job opportunities in data science, machine learning engineering, and business intelligence. Many organizations, including tech giants and financial institutions, are looking for professionals with expertise in machine learning and data science.
The Advanced Certificate in Principles of Machine Learning for Data Science can provide learners with a competitive edge in the job market and open up new career opportunities.

Why this course?

Advanced Certificate in Principles of Machine Learning for Data Science holds immense significance in today's market, particularly in the UK. According to a report by the UK's Office for National Statistics (ONS), the data science industry is expected to grow by 13% annually, creating a high demand for professionals with expertise in machine learning.
Year Employment Growth Rate
2020 10.3%
2021 12.1%
2022 13.5%

Who should enrol in Advanced Certificate in Principles of Machine Learning for Data Science ?

Primary Keyword: Machine Learning Ideal Audience
Data Science professionals and enthusiasts with a strong foundation in statistics, linear algebra, and programming are well-suited for the Advanced Certificate in Principles of Machine Learning for Data Science. In the UK, a survey by Glassdoor found that 70% of data scientists consider machine learning a key skill for their job, with 45% citing it as a top priority.
Individuals interested in applying machine learning to real-world problems, such as predictive analytics, natural language processing, and computer vision will benefit from this course. According to a report by ResearchAndMarkets, the UK machine learning market is expected to grow to £1.4 billion by 2025, with a compound annual growth rate (CAGR) of 22.1% from 2020 to 2025.
Professionals looking to upskill or reskill in machine learning and data science will also find this course valuable as it provides a comprehensive introduction to the principles of machine learning and its applications in data science. With the increasing demand for data-driven decision-making in various industries, having machine learning skills is becoming increasingly important.