Machine Learning BasicsIntroduces the basics of machine learning, covering supervised and unsupervised learning, linear regression, and data understanding.
Big Data: Processing and ManagementExplores big data challenges, characteristics, declustering techniques, and failure management strategies in data processing and management.
Data Issues in ResearchExplores challenges in data assumptions, biases, and more in research, including incomplete write-ups and frustrations of newcomers.
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.
