Moudgilz > Courses > Basics of Data Science and Visualization Basics of Data Science and Visualization Basics of Data Science and Visualization 0(0 ratings) 0 students enrolled Created by moudgil Last updated August 24, 2020 English Intermediate Take this Course Course Content Expand All | Collapse All Lessons Status 1 Pre-requisites Basics of Programming with Python Basics math – Matrices and Statistics (Preferred but not required) 2 Topics Types of Data Generating Random Data Working with Data sets Plotting/Visualizing Data Web Scraping & Data Mining Normalizing and Processing Data Basics of Image/Video processing Machine Learning – Haar cascade classification 3 Projects World Population Data Historical Climate Data Twitter APi Wikipedia Scraping Face Detection and Eye detection Motion Detection on Video 4 Learning Outcomes Understanding of Types of data involved in Data Science and Machine Learning Acquisition of data from the internet and Files Various way of Plotting/Visualizing the data Working with Image/Video data First introduction to Machine Leaning and use of pre-trained models 5 Modules Opencv Numpy Pandas Matplotlib BeautifulSoup Requests You may also like Advanced topics on Machine Learning and Artificial Intelligence with Python by moudgil ₹590 CHF 0(0 ratings) 15-20 HoursAdvancedEnglish Introduction to Machine Learning and Artificial Intelligence with Python by moudgil CHF590.00 0(0 ratings) 20 HoursIntermediateEnglish Basics of Programming with Python by moudgil ₹590 CHF 0(0 ratings) 15-20 HoursBeginnerEnglish