Undergraduate Certificate in Machine Learning Fundamentals

Learn foundational concepts of machine learning, including algorithms and data analysis techniques, in this undergraduate certificate course.

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2 months to complete
at 2-3 hours a week

Overview

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Learning outcomes

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Course content

1

Introduction To Machine Learning

2

Data Preprocessing For Machine Learning

3

Supervised Learning Algorithms

4

Unsupervised Learning Algorithms

5

Evaluation And Validation In Machine Learning

6

Feature Engineering And Selection

7

Deep Learning Fundamentals

8

Natural Language Processing Basics

9

Reinforcement Learning Concepts

10

Machine Learning Applications.

Career Path

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Key facts

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Why this course

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Frequently asked questions

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Why people choose us for their career

James Smith
GB

I can't recommend this course enough. As someone looking to switch careers to a more tech-focused role, the Undergraduate Certificate in Machine Learning Fundamentals at Stanmore School of Business provided me with the perfect foundation. The course content was well-structured, and the materials were up-to-date and relevant. I particularly appreciated the practical assignments, which allowed me to apply the concepts I learned and gain hands-on experience. I'm now confident in my ability to understand and utilize various machine learning algorithms and techniques. Kudos to the Stanmore team for delivering such an engaging and informative learning experience!

Sophia Patel
US

This course exceeded my expectations! I was a bit hesitant at first since I didn't have a strong math background, but the course did a fantastic job of breaking down complex concepts into manageable pieces. The materials were high-quality, and the instructors were knowledgeable and supportive. I learned a lot about different machine learning methodologies, and I was able to build several projects that I'm proud to showcase in my portfolio. I'm grateful for the opportunity to learn from Stanmore School of Business and look forward to exploring more advanced topics in the future.

Luis González
ES

Estoy encantado de haber cursado el Certificado de Stanford School of Business en Fundamentos de Aprendizaje Automático. La calidad de los materiales y el enfoque práctico del curso me han permitido adquirir sólidos conocimientos en machine learning y aplicarlos en proyectos reales. El equipo docente siempre estuvo dispuesto a ayudar, y el ritmo del curso fue el adecuado para combinarlo con mis actividades laborales. Sin duda, recomendaría este curso a cualquiera que quiera iniciarse en el fascinante mundo del aprendizaje automático.

Li Wei
CN

我非常高兴选择斯坦莫尔商学院Foundation of Machine Learning Certificate课程。这门课程非常实用,我学到了许多关于机器学习算法和技术的知识。我非常喜欢课程中的实践项目,它让我可以应用我所学的内容,并在实际项目中获得实践经验。虽然有时内容可能有点复杂,但课程的组织和指导非常好,一步步将我们带入机器学习的世界。我会推荐斯坦莫尔商学院的这门课程给任何想要入门机器学习的学生。





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Taught in English

Clear and professional communication

Recently updated!

April 2025