Python Bootcamp

Python Bootcamp

https://WebToolTip.com

Published 9/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 9h 36m | Size: 3.78 GB

Master Python and unlock power of data with NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, TensorFlow, and PyTorch

What you'll learn
Gain a thorough understanding of Python syntax, script writing, and core concepts such as variables, data types, and string operations
Master the use of conditional statements and loops in Python to automate and optimize data processing tasks
Learn to design reusable Python functions to perform repetitive tasks efficiently, including recursion and lambda functions
Understand how to use NumPy arrays for complex mathematical computations and effectively handle large datasets with high performance
Master the use of Pandas for data manipulation and analysis; learn how to explore, clean, and transform data into a suitable format
Develop the ability to create insightful visual representations of data using Matplotlib and Seaborn libraries of Python
Gain hands-on experience with Scikit-Learn, applying supervised and unsupervised learning algorithms to solve real-world machine learning problems
Understand the fundamentals of Deep Learning and neural networks, forming the foundation to work with TensorFlow and PyTorch frameworks
Build and evaluate deep learning models in PyTorch, including projects such as Fashion MNIST classification and cancer prediction

Requirements
No prior experience in Python or data analysis is required; just basic computer skills and access to a computer with an internet connection are necessary to start this course.