The video's main topic and purpose cannot be determined from the provided transcript, as it is unavailable. The title suggests a lecture or tutorial on implementing linear algebra concepts using the C++ programming language, likely within the context of a computer science course (CSC4700).
No key takeaways can be provided because the transcript is unavailable.