Hendra Bunyamin is a lecturer who graduated from Mathematics department Bandung Institute of Technology and Software Engineering, Informatics department from the same university.
He is very passionate about teaching. Mainly, he teaches mathematics and programming.
His research interests are techniques on how to apply machine learning algorithms.
2023
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2023
(download pdf) (.bib)
2023
(download pdf) (.bib)
2023
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2022
(download pdf) (dataset) (.bib)
2021
(download pdf) (dataset) (.bib)
2020
(download pdf) (source code) (slides) (video) (.bib)
2019
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2018
(download pdf) (source code) (.bib)
2018
2018
2017
2016
2013
2008
2005
4 June 2024
Slides & Codes are available here.
6 Oktober 2023
Slides & Codes are available here.
20 Juli 2022
Kelas Matematika Diskrit yang diadakan pada Semester Antara 2021/2022.
8 September 2021
Kelas Matematika Diskrit yang diadakan pada Semester Antara 2020/2021. Playlist ini terdiri dari 13 video. Sebagian besar materi diambil dari buku Susanna S. Epp (Discrete Mathematics with Applications 5th Edition) dan Kenneth Rosen (Discrete Mathematics and Its Applications 8th Edition)
12 April 2021
The session introduces supervised learning which emphasizes the four components of machine learning (dataset, model/hypothesis, cost function, and optimization algorithm). Furthermore, the session shows machine learning interpretability with a linear regression as a running example.
(slides & codes) (video)
17 November 2020
I follow closely to what is presented by the online book “Interpretable Machine Learning” by Christoph Molnar. “Interpretable Machine Learning” is quite a good book. Thank you for writing this book Mr. Molnar!
(slides)
July 2020
The course follows closely to “Elementary Statistics” book by Ron Larson and Elizabeth Farber. Thank you so much Mr. Larson dan Ms. Farber for writing such a wonderful book!
3 October 2024
15 September 2024
21 July 2024
22 March 2024
17 October 2022 - 16 October 2025
Dec 2022
June 2022
August 2022
June 2022
May 2022
March 2021
November 2020
23 October 2020 - 22 October 2023
November 2020
November 2020
November 2020
14 September 2020 - 15 September 2023
August 2020
January 2020
September 2019
May 2019
January 2019
November 2018
July 2018
April 2018