Week 8

Data Science and Machine Learning

• Embark on an introduction to data science, covering the fundamentals of data collection, cleaning, and preparation for analysis.
• Explore the powerful NumPy and pandas libraries, essential tools for data manipulation, including working with arrays and dataframes.
• Delve into machine learning concepts and algorithms, distinguishing between supervised and unsupervised learning approaches for predictive modeling.
• Discover the basics of artificial intelligence, including neural networks and deep learning, paving the way for understanding advanced AI applications and techniques.