Table of Contents
KEY FEATURES
Demand for Python is booming in the job market and it is a skill that can help you enter some of the most exciting industries, including data science, web applications, home automation, and many more. Python is one of the “most loved” and “most wanted” programming languages according to recent industry surveys. If people are not using Python already, they want to start using Python. With 35 hours of instruction, this course will take you from beginner to expert in Python. It will cover major topics including Object-Oriented Programming, Web Scraping, GUI development, and more. This course will make it easy for you to learn Python and get ahead of your competition.
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- Access 345 lectures & 35 hours of content 24/7
- Get a broader & deeper experience in Python
- Start at zero & become an expert whilst learning all about the inner workings of Python
- Learn how to write professional Python code like a professional Python developer
- Develop a long-lasting love for Python & programming by creating good programming habits
- Explore the wider possibilities of what you can do w/ Python, including databases, web development & web scraping
- Become job-ready by learning about best practices, Selenium, unit testing, & all of the major Python topics
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Any device with basic specifications
THE EXPERT
Packt Publishing | Tech Knowledge in Motion
Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.
KEY FEATURES
In this comprehensive Python course, you’ll master the art of optimizing program performance by delving into the realms of multi-threading, asynchronous programming, and multi-processing. Uncover the principles of identifying and overcoming speed bottlenecks in applications with a focus on IO operations. Starting with an exploration of potential bottlenecks, you’ll swiftly transition into hands-on technical sessions. Through practical exercises, you’ll construct a multi-threaded program adept at efficiently retrieving, parsing, and storing data from the internet into a local database. As you progress, you’ll address CPU limitations by learning the intricacies of implementing multiprocessing in Python, allowing you to leverage multiple cores for enhanced computational power. The course culminates in a nuanced understanding of combining multiprocessing and asynchronous programming, empowering you to optimize CPU resources and minimize idle time, thereby significantly accelerating program execution.
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- Access 28 lectures & 6 hours of content 24/7
- Use concurrency & parallelism in Python
- Write multi-process programs
- Write multi-threaded programs
- Write asynchronous programs
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Updates included
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Basic familiarity with Python
THE EXPERT
Packt Publishing | Tech Knowledge in Motion
Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.
KEY FEATURES
This course emphasizes the growing significance of machine learning, enabling companies to tackle complex problems that traditional software development struggles to address. While building effective machine learning models poses challenges, a robust foundation is crucial for troubleshooting. The course ensures a comprehensive understanding by introducing each model with theoretical background before practical implementation on real data. Covering diverse machine learning aspects, the course guides through a sample project, addressing data preparation, cleaning, feature engineering, optimization, and learning techniques. Delving into classification, regression, ensembles, dimensionality reduction, and unsupervised learning, participants gain a thorough understanding of tasks and model functionalities, along with practical tuning skills. Ultimately, the course equips learners with a robust machine learning knowledge foundation, preparing them for real-world applications and technical interviews.
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- Access 102 lectures & 24 hours of content 24/7
- Learn how to take a machine learning idea and flush it out into a fully functioning project
- Discover the different types of machine learning approaches & the models within each section
- Gain theoretical & intuitive understanding of how each model works
- Delve into practical application & implementing each model we cover
- Learn how to optimize models
- Explore common pitfalls & how to overcome them
- Acquire technical skills to use machine learning on the job or for your own projects
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Updates included
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Basic Python knowledge
- Some previous experience with the pandas & matplotlib library are helpful
THE EXPERT
Packt Publishing | Tech Knowledge in Motion
Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.
KEY FEATURES
In this course you’re going to go from no prior programming experience to having the technical skillset to work as a Software Engineer in tech. You’re going to learn how to build, test, and APIs and web services, which form the foundation of most software engineer work, and you’ll be learning all of this in Python, one of the world’s most popular and widely used programming languages. However, what really sets this course apart is not just the content you’ll learn, but also the depth you’ll learn it in. You’ll learn how to write properly structured, well tested, and production ready code that’s not just suited for a hobby project, but will be at a level that is expected in the professional world.
By the end of this course you’ll feel comfortable with developing applications, have a portfolio item, and be ready to apply to Software Engineer positions and take on those technical interviews.
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- Access 185 lectures & 41 hours of content 24/7
- Write proper & clean Python code
- Develop APIs in Python
- Pproperly test your code
- Write scalable applications
- Learn how to interact with databases in code
- Learn how to add caching to your code
- Use GitHub to automatically test & deploy code
- Use Docker to build containerized applications
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Updates included
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Access to a computer & willingness to learn
THE EXPERT
Packt Publishing | Tech Knowledge in Motion
Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.
KEY FEATURES
This course is divided into four key components to ensure a holistic understanding and mastery of Python. First, we’ll delve into the fundamentals through engaging video lectures, providing a solid foundation and demonstrating practical examples. Once you’ve grasped the basics, the second phase involves hands-on practice with simple exercises, strategically placed within the sections to reinforce your newfound knowledge. As you progress, brace yourself for the third segment—challenging coding exercises that amalgamate concepts from previous sections, pushing your problem-solving skills to the next level. Lastly, you’ll cap off your learning adventure by tackling a micro-project, where you’ll apply all acquired skills to solve a real-world problem.
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- Access 57 lectures & 4.5 hours of content 24/7
- Understand the fundamental concepts and features of the Python programming language
- Apply acquired skills to solve a significant business problem through a hands-on micro-project, integrating all aspects covered in the course
- Master the basics to solving real-world problems
- Develop problem-solving skills by facing challenges that require creative & thoughtful application of Python programming concepts
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Updates included
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Any device with basic specifications
THE EXPERT
Packt Publishing | Tech Knowledge in Motion
Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.
KEY FEATURES
This comprehensive Python course enables mastery of the language through hands-on experience building ten real-world applications, covering advanced programming concepts, tools, and techniques. Emphasizing object-oriented programming (OOP), the curriculum demystifies OOP concepts like self, instance variables, and instance objects. The course delves into Git, GitHub, debuggers, software design principles, code organization, planning, refactoring, SQL databases, web, mobile, and desktop applications, graphical user interfaces, web scraping, task automation, camera control, news retrieval, PDF report generation, automated emails, Python REST APIs, and PyPi package publishing. Stressing the importance of maintainable and scalable code, the course teaches effective debugging and efficient, readable code writing, ensuring that participants emerge as Python masters capable of effortlessly developing high-quality programs.
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- Access 229 lectures & 23 hours of content 24/7
- Build 10 real-world Python programs using the professional object-oriented programming approach
- Learn how to plan your Python programs before writing them
- Write highly organized modular code
- Learn & apply software design principles when programming in Python
- Troubleshoot code issues using debuggers
- Use Git to track your code changes
- Get a deep understanding of how Python works under the hood
- Polish your Python programs to make them ready for users to use
- Create weather forecast web maps with Python
- Generate PDF reports
- Create & manipulate images
- Control your computer & mobile camera
- Take photos from the computer or the mobile camera with Python & upload them to cloud services
- Build interactive web apps
- Send daily news by email & schedule automatic emails
- Build Python REST APIs
- Work with SQL databases
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Updates included
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Students should already know Python basics which are variables, numbers, strings, lists, functions, conditionals, & loops
THE EXPERT
Packt Publishing | Tech Knowledge in Motion
Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.
KEY FEATURES
Move beyond mundane syntax and college routines by delving into a curriculum meticulously crafted to keep you engaged until the very end. From mastering graphical applications and creating desktop interfaces with Tkinter to exploring the captivating world of Turtle graphics for object control, this course covers diverse facets of Python. You will not only develop applications but also delve into data science using Numpy, Pandas, Matplotlib, Seaborn, and more. The course culminates in exciting projects, including a Caterpillar game, a Smart calculator, a Routine database application, an Egg catcher game, a Screen pet with gestures, a Big data analysis project, and an Artificial Intelligent Tic Tac Toe. Transform your Python proficiency, learning to create interactive plots, geographical baseman plots, and even tackling big data projects, all while enjoying a vibrant learning experience.
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- Access 378 lectures & 32 hours of content 24/7
- Implement an AI-powered Tic Tac Toe game
- Create a dictionary application
- Understand the application of Python in graphical settings
- Learn to use Tkinter for building desktop applications & creating user interfaces
- Explore Turtle graphics for learning graphical design in Python & controlling objects with keyboard input
- Understand how to store data for games, apps, & programs using databases
- Learn to create datasets & analyze data using Python
- Understand how to create & analyze data frames, visualize data with 3-D and 2-D graphs
- Learn how to manipulate & work with date and time in Python
- Get a solid understanding of the fundamental basics and data types in Python
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Updates included
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Any device with basic specifications
THE EXPERT
Packt Publishing | Tech Knowledge in Motion
Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.
The 2024 Python for Software Engineering Bootcamp Certification Bundle for $24
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