Undergraduate Certificate in Machine Learning and Data Science

Certificate course focused on machine learning and data science concepts, techniques, and tools for undergraduate students with practical applications.

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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 And Cleaning

3

Supervised Learning

4

Unsupervised Learning

5

Deep Learning

6

Natural Language Processing

7

Reinforcement Learning

8

Big Data Analytics

9

Time Series Forecasting

10

Machine Learning In Business Applications

11

Linear Algebra

12

Probability And Statistics

13

Programming For Data Science

14

Machine Learning Algorithms

15

Data Mining Techniques

16

Big Data Analytics

17

Deep Learning

18

Natural Language Processing

19

Reinforcement Learning

20

Data Visualization

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

Jacob Thompson
US

Stanmore's Undergraduate Certificate in Machine Learning and Data Science is hands down the best course I've taken in my academic career. The content is engaging, informative, and immediately applicable in real-world scenarios. I gained practical skills like data preprocessing, machine learning algorithms, and predictive modeling, which I could directly apply in my job as a Data Analyst. The course materials are up-to-date and relevant, and the learning experience was incredibly rewarding. Highly recommended!

Emily Green
GB

As a student at Stanmore School of Business, I found the Undergraduate Certificate in Machine Learning and Data Science to be an exceptional course. The course content was well-structured and allowed me to achieve my learning goals with ease. I particularly appreciated the practical knowledge I gained, such as implementing machine learning algorithms in Python and using libraries like scikit-learn and TensorFlow. The course materials were of high quality, and the learning experience was both challenging and enjoyable. I'm confident that this course will help me in my future career as a data scientist.

Liam Patel
IN

I recently completed the Undergraduate Certificate in Machine Learning and Data Science from Stanmore School of Business, and I must say, it was an amazing experience. The course content was comprehensive, and the practical knowledge I gained was invaluable. I particularly enjoyed learning about deep learning and neural networks. The course materials were well-organized and easy to follow, and the assessments were practical and relevant. Overall, I'm extremely satisfied with the course and would highly recommend it to anyone interested in machine learning and data science.

Aria Kim
US

Stanmore School of Business' Undergraduate Certificate in Machine Learning and Data Science was a great course that helped me achieve my learning goals. The course content was engaging, and the practical knowledge I gained was invaluable. The course materials were well-structured and easy to follow, and the assessments were practical and relevant. I particularly enjoyed learning about data preprocessing, machine learning algorithms, and predictive modeling. Overall, I'm very satisfied with the course and would recommend it to anyone interested in machine learning and data science.





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Taught in English

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Recently updated!

April 2025