Jorinemol

This summary contains all material discussed in the lectures (1-13) of Machine Learning taught at the Vrije Universiteit Amsterdam to third year Business Analytics, Information Science, Computer Science and Artificial Intelligence bachelor students. It is quite extensive, contains a lot more than just theoretical formulas (I think it is hard to memorise them without knowing some background) so everything I wrote is explained with a sketch, example or some extra information that all helped me t...

This summary contains all material taught in the course Combinatorial Optimization to 3rd years Business Analytics student at the VU Amsterdam. I found the information in this course quite overwhelming and hard to understand without the right examples. Therefore, I combined the material from the slides and the book with extra explanations found on internet or lectures from similar courses. The summary contains a lot of examples, for both the theoretical (simple graphs are drawn to visualise th...

This summary contains all theory covered in the Dynamics part of the D&C course for Business Analytics students at the Vrije Universiteit Amsterdam. It includes theory from the book (Strogatz), but mainly overviews of formulas and examples from the book, lectures or old exams. The chapters included are: 2 (one dimensional dynamical systems), 5 (two-dimensional linear systems), 6 (two-dimensional non-linear systems) and 10 (maps). I passed the exam with a 9,8 so it really helped me, I hope it d...

This Databases summary contains all material discussed in the course during the lectures, and includes everything you need in the SQL assignments as well. It is a complete summary of the lectures and covers the topics: rational schemas, data modelling, conceptual to relational model, SQL operations, normalisation and transactions, and includes many examples discussed in the course or from the homework assignments. I passed the course with a 10, so it was sure helpful for me, I hope it does the...

These documents together cover all material discussed in the courses Calculus 1 and Calculus 2 for Business Analytics students at the Vrije Universiteit Amsterdam. I hope it will be helpful for you!

This summary contains all material (including examples) discussed in the course Calculus 2 for Business Analytics students of the Vrije Universiteit Amsterdam. This is all context for the whole course and is checked by the professor when I participated in the course. It helped me to get a high grade and even teach this course last year! I also adjusted/clarified some things when I thought this course last year, so I hope it will help you too! :) The chapters included are: 9.1, 9.2, 9.3, 9.4, 9.5...

This summary contains all material (including examples) discussed in the course Calculus 1 for Business Analytics students of the Vrije Universiteit Amsterdam. This is all context for the whole course and is checked by the professor when I participated in the course. It helped me to get a high grade and even teach this course last year! I also adjusted/clarified some things when I thought this course last year, so I hope it will help you too! :) The chapters included are: P1, P2, P3, P4, P5, P6,...

This summary contains all theory covered in the lectures and 2020 syllabus in the SDA course for Business Analytics, Math and Econometrics students at the Vrije Universiteit Amsterdam. It helped me to pass this exam with a 8.5, so I hope it will be as much helpful for you as it was for me! The chapters included are: 2 (summarising data), 3 (exploring distributions), 4 (density estimation), 5 (bootstrap), 6 (nonparametric methods), 7 (analysis of categorical data) and 8 (linear regression).

This summary contains all material (including examples) discussed in the second seven weeks of the course Linear Algebra for Business Analytics students of the Vrije Universiteit Amsterdam. This is all context for the final exam and helped me to get a high grade and even teach this course! The chapters included are: 5.1, 5.2, 5.3, 5.4, 5.5, 5.6, 6.1, 6.2, 6.3, 6.4, 6.5, 6.6, 6.7, 7.1, 7.4

These documents together cover all material discussed in the course Probability Theory for Business Analytics and Math students at the Vrije Universiteit Amsterdam. It helped me to pass this course with a 9.5, so I hope it will be as much helpful for you as it was for me! :)

This summary contains all material (including examples) discussed for the midterm of Probability Theory for Business Analytics and Math students of the Vrije Universiteit Amsterdam. The chapters included are: 2.2, 2.3, 2.4, 2.5, 3.2, 3.3, 3.4, 3.5, 4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8, 4.10, 5.1, 5.2, 5.3, 5.4

This summary contains all material (including examples) discussed in the first seven weeks of the course Linear Algebra for Business Analytics students of the Vrije Universiteit Amsterdam. This is all context for the first midterm and helped me to get a high grade and even teach this course! The chapters included are: 1.1, 1.2, 1.3, 1.4, 1.5, 1.7, 1.8, 1.9, 2.1, 2.2, 2.3, 2.5, 3.1, 3.2, 3.3, 4.1, 4.2, 4.3, 4.4, 4.5, 4.6 & 4.7. (I'm sorry I found out there was one mistake in 2.1: A=mxn , B = nxp...

This summary contains all material (including examples) discussed in the course Statistics for Business Analytics and Math students of the Vrije Universiteit Amsterdam. The chapters included are: 1.1, 1.2, 2.1, 2.2, 3.1, 3.2, 3.3, 3.4, 3.5, 6.3.2, 4.1, 4.2, 4.3, 4.4, 4.5, 4.6.1, 4.6.2, 4.6.3, 4.6.4, 4.7, 5.1, 5.2, 5.3, 5.4, 5.5, 5.6, 7.2.1 & 7.2.2

This summary contains all material (including examples) discussed after the midterm of Probability Theory for Business Analytics and Math students of the Vrije Universiteit Amsterdam. The chapters included are: 5.4.1, 5.5, 5.6, 5.7, 6.1, 6.2, 6.3, 6.4, 6.5, 7.1, 7.2, 7.4, 7.5 & 8.3.1