| Description |
1 online resource (1 video file (50 hr., 34 min.)) : sound, color |
| Summary |
"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 Audience This comprehensive Python course is tailored for a diverse audience. It's an excellent choice for beginners taking their first steps in programming. If you're interested in data science and machine learning, this course equips you with essential skills. Web developers can leverage Python for building web applications. Moreover, if you're keen on tasks involving machine learning and data processing, this course is for you. Game developers looking to create games using Python and Pygame will find this course invaluable. About The Author Bogdan Stashchuk: Bogdan Stashchuk has over 20 years of experience as a software engineering instructor. He excels at breaking down complex topics into easy-to-follow steps. His courses are designed with hands-on exercises, ensuring that learners can actively participate and apply what they learn. From start to finish, students can follow along and complete tasks just as Bogdan demonstrates in his lectures. He also includes challenging assignments with detailed solutions. This approach helps learners understand and remember the material long after they've completed the course. Through his dedication and expertise, Bogdan ensures a valuable and effective learning experience for everyone." |
| Notes |
"Updated October 2023." |
| Performer |
Bogdan Stashchuk, presenter |
| Notes |
Online resource; title from title details screen (O'Reilly, viewed November 15, 2023) |
| Subject |
Python (Computer program language)
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Machine learning.
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Computer programming.
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computer programming.
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Computer programming
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Machine learning
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Python (Computer program language)
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| Genre/Form |
Instructional films
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Internet videos
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Nonfiction films
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Instructional films.
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Nonfiction films.
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Internet videos.
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Films de formation.
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Films autres que de fiction.
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Vidéos sur Internet.
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| Form |
Streaming video
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| Author |
Stashchuk, Bogdan, presenter
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Packt Publishing, publisher.
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| ISBN |
9781835465141 |
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1835465145 |
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