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Python - Complete Python, Django, Data Science and ML Guide
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 12.9 GB | Duration: 50H 27M
Join us on an immersive Python programming journey, spanning over 50 hours of learning. Whether you're a novice or experienced, this course equips you with vital Python skills for careers and projects.
Starting from the basics, grasp Python's core principles and proficiency in real-world functions. As Python's popularity grows, this course readies you for the rising demand for Python developers. You'll practice hand-on examples using Python's interpreter and Visual Studio Code with Code Runner to solidify your skills.
With a focus on Data Science and Machine Learning, you'll master essential packages such as NumPy, Pandas, Matplotlib, and Scikit-learn, using the versatile Jupyter Notebook. The course extensively covers Python's fundamental aspects, spanning variables, lists, dictionaries, and venturing into advanced topics like classes, loops, modules, and creating virtual environments. The goal is to provide you with a solid Python foundation. You'll also gain insight into functional and object-oriented Python programming, making you a versatile coder.
The course is thoughtfully structured, explaining not just "how" but also "why" we use specific methods and best practices. By course end, you'll harness Python's full potential for web and mobile app development, data science, machine learning, and game creation.
What You Will Learn
Grasp concepts such as data types, loops, and conditional statements to build a robust coding foundation
Understand OOP principles like inheritance, encapsulation, and polymorphism for streamlined code
Manipulate files, directories, and efficiently manage external modules through Python
Master real-world datasets with NumPy, Pandas, Matplotlib and more
Ensure code reliability through Python's error handling and master the nuances of PIP and virtual project isolation
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