Data Science FundamentalsCovers the fundamentals of data science, the scientific method evolution, the role of a data scientist, and the significance of data as the new oil.
Cache MemoryExplores cache memory design, hits, misses, and eviction policies in computer systems, emphasizing spatial and temporal locality.
Multiclass ClassificationCovers the concept of multiclass classification and the challenges of linearly separating data with multiple classes.
Handling Data: Intro to PandasIntroduces the fundamentals of handling data, emphasizing the importance of Pandas and data modeling for effective analysis.
Data Science FundamentalsCovers the fundamentals of data science, emphasizing breadth over depth and practical application in machine learning and data analysis.