Video Tutorial : Advance Python for Data Science

Published 11/2023 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English(India) | Duration: 24 Lectures ( 9h 44m ) | Size: 4 GB DVD A Python-Based Datascience Roadmap What you #39;ll learn: The course is designed to provide students with a strong foundation in advanced Python programming, data analysis, and machine learning. Students will learn advanced programming concepts, including list comprehensions, file I/O operations, exception handling, and lot more advance python concepts. Data manipulation and analysis using the NumPy and Pandas libraries, covering data cleaning, preprocessing, and transformation techniques. Data visualization using Matplotlib, Seaborn, and Plotly for creating informative and visually appealing plots and charts. Implementation and evaluation of various machine learning algorithms, such as supervised and unsupervised learning, using the Scikit-learn library. Optional exploration of advanced topics like natural language processing, web scraping, time series analysis, and recommender systems for a more comprehensive u