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Python SDK for Computer Vision Annotation Tool (CVAT)
The Python SDK for Computer Vision Annotation Tool (CVAT) is a library that enables seamless interaction with CVAT, an open-source tool for annotating images and videos for machine learning tasks. The SDK allows users to automate tasks like creating and managing annotation tasks, uploading data, and exporting annotations programmatically. It simplifies integration with machine learning workflows by providing easy access to CVAT's REST API, enhancing productivity for teams working on large-scale computer vision projects.
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going into my final week of classes and we always have one last week after the final paper (so the professors have time for grading) where typically the only work we have is one last discussion post.
usually, this post is pretty simple and light (to go easy on us after the final). my ethics class is like “summarize your conclusions from your final paper! :)” and my communications class is like “tell the class about your career goals! :)”
meanwhile, statistics…

#which is very easy - it’s just FUNNY#you thought we were done learning new material after the final? THINK AGAIN!!!!!!!!#READ THE PYTHON SCRIPT AND WEEP#no but stats was my favorite class this semester…#i still wanna take stats II but i haven’t decided for sure yet#it’s a lot of work but it’s very straightforward work#as opposed to my environmental and communications courses that involve a lot of opinion#which is fine but can be really tiring when the thing they want my opinion about is stupid or repetitive#like. FOUR courses made me take that one environmental footprint calculator quiz…#FOUR SEPARATE COURSES#and it’s like. i’m not saying it’s not important - but i GET IT!!!!!!!#at this point it’s just a waste of my time - teach me something i don’t already know!#i definitely should have taken a different online program but that’s beside the point#it’ll even out once i get my master’s#and i’m ultimately happy to have had the ‘broader’ education of environmental science (with a communication minor)#bc i think that’ll serve me better in management later in my career#even if it makes early career stuff more difficult
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How to Sort List of Tuples in Python | Python List Tutorial | Python Tutorials for Beginners
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Python Programming Language: A Comprehensive Guide
Python is one of the maximum widely used and hastily growing programming languages within the world. Known for its simplicity, versatility, and great ecosystem, Python has become the cross-to desire for beginners, professionals, and organizations across industries.
What is Python used for

🐍 What is Python?
Python is a excessive-stage, interpreted, fashionable-purpose programming language. The language emphasizes clarity, concise syntax, and code simplicity, making it an excellent device for the whole lot from web development to synthetic intelligence.
Its syntax is designed to be readable and easy, regularly described as being near the English language. This ease of information has led Python to be adopted no longer simplest through programmers but also by way of scientists, mathematicians, and analysts who may not have a formal heritage in software engineering.
���� Brief History of Python
Late Nineteen Eighties: Guido van Rossum starts work on Python as a hobby task.
1991: Python zero.9.0 is released, presenting classes, functions, and exception managing.
2000: Python 2.Zero is launched, introducing capabilities like list comprehensions and rubbish collection.
2008: Python 3.Zero is launched with considerable upgrades but breaks backward compatibility.
2024: Python three.12 is the modern day strong model, enhancing performance and typing support.
⭐ Key Features of Python
Easy to Learn and Use:
Python's syntax is simple and similar to English, making it a high-quality first programming language.
Interpreted Language:
Python isn't always compiled into device code; it's far done line by using line the usage of an interpreter, which makes debugging less complicated.
Cross-Platform:
Python code runs on Windows, macOS, Linux, and even cell devices and embedded structures.
Dynamic Typing:
Variables don’t require explicit type declarations; types are decided at runtime.
Object-Oriented and Functional:
Python helps each item-orientated programming (OOP) and practical programming paradigms.
Extensive Standard Library:
Python includes a rich set of built-in modules for string operations, report I/O, databases, networking, and more.
Huge Ecosystem of Libraries:
From data technological know-how to net development, Python's atmosphere consists of thousands of programs like NumPy, pandas, TensorFlow, Flask, Django, and many greater.
📌 Basic Python Syntax
Here's an instance of a easy Python program:
python
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def greet(call):
print(f"Hello, call!")
greet("Alice")
Output:
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Hello, Alice!
Key Syntax Elements:
Indentation is used to define blocks (no curly braces like in different languages).
Variables are declared via task: x = 5
Comments use #:
# This is a remark
Print Function:
print("Hello")
📊 Python Data Types
Python has several built-in data kinds:
Numeric: int, go with the flow, complicated
Text: str
Boolean: bool (True, False)
Sequence: listing, tuple, range
Mapping: dict
Set Types: set, frozenset
Example:
python
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age = 25 # int
name = "John" # str
top = 5.Nine # drift
is_student = True # bool
colors = ["red", "green", "blue"] # listing
🔁 Control Structures
Conditional Statements:
python
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if age > 18:
print("Adult")
elif age == 18:
print("Just became an person")
else:
print("Minor")
Loops:
python
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for color in hues:
print(coloration)
while age < 30:
age += 1
🔧 Functions and Modules
Defining a Function:
python
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def upload(a, b):
return a + b
Importing a Module:
python
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import math
print(math.Sqrt(sixteen)) # Output: four.0
🗂️ Object-Oriented Programming (OOP)
Python supports OOP functions such as lessons, inheritance, and encapsulation.
Python
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elegance Animal:
def __init__(self, call):
self.Call = name
def communicate(self):
print(f"self.Call makes a valid")
dog = Animal("Dog")
dog.Speak() # Output: Dog makes a legitimate
🧠 Applications of Python
Python is used in nearly each area of era:
1. Web Development
Frameworks like Django, Flask, and FastAPI make Python fantastic for building scalable web programs.
2. Data Science & Analytics
Libraries like pandas, NumPy, and Matplotlib permit for data manipulation, evaluation, and visualization.
Three. Machine Learning & AI
Python is the dominant language for AI, way to TensorFlow, PyTorch, scikit-research, and Keras.
4. Automation & Scripting
Python is extensively used for automating tasks like file managing, device tracking, and data scraping.
Five. Game Development
Frameworks like Pygame allow builders to build simple 2D games.
6. Desktop Applications
With libraries like Tkinter and PyQt, Python may be used to create cross-platform computing device apps.
7. Cybersecurity
Python is often used to write security equipment, penetration trying out scripts, and make the most development.
📚 Popular Python Libraries
NumPy: Numerical computing
pandas: Data analysis
Matplotlib / Seaborn: Visualization
scikit-study: Machine mastering
BeautifulSoup / Scrapy: Web scraping
Flask / Django: Web frameworks
OpenCV: Image processing
PyTorch / TensorFlow: Deep mastering
SQLAlchemy: Database ORM
💻 Python Tools and IDEs
Popular environments and tools for writing Python code encompass:
PyCharm: Full-featured Python IDE.
VS Code: Lightweight and extensible editor.
Jupyter Notebook: Interactive environment for statistics technological know-how and studies.
IDLE: Python’s default editor.
🔐 Strengths of Python
Easy to study and write
Large community and wealthy documentation
Extensive 0.33-birthday celebration libraries
Strong support for clinical computing and AI
Cross-platform compatibility
⚠️ Limitations of Python
Slower than compiled languages like C/C++
Not perfect for mobile app improvement
High memory usage in massive-scale packages
GIL (Global Interpreter Lock) restricts genuine multithreading in CPython
🧭 Learning Path for Python Beginners
Learn variables, facts types, and control glide.
Practice features and loops.
Understand modules and report coping with.
Explore OOP concepts.
Work on small initiatives (e.G., calculator, to-do app).
Dive into unique areas like statistics technological know-how, automation, or web development.
#What is Python used for#college students learn python#online course python#offline python course institute#python jobs in information technology
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My latest certificate from Udemy ...

Post #156: Udemy, Loek van den Ouweland, Objekt Oriented Programming (OOP) with Python for beginners, 2025.
#programming#education#coding#learning#coding is fun#i love coding#i love python#i love programming#programming language#udemy online courses#udemy
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Learn Python To Secure Your Future In Data Science
Python is one of the most important coding or programming languages that is used by more than 8 million programmers as their main programming language.Now let's talk about how to learn Python. Python language is the basic and the easiest language compared to any other language.
To more info Visit us :- https://www.sssi.in/blog/engineering/learn-python-to-secure-your-future
#learn python#online training python#python developers#python basics#learn python for data analysis#python programming#coding python for beginners
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Post #159: MIMO, Online coding website, app and community, programming and script languages: Python, SQL, Web Development, JavaScript, HTML, 2023.
#coding#programming#programmieren#coding for kids#education#learning#online tutorial#online coding#python tutorial#studying#teaching#mimo
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CETPA Summer Training: Gain the Skills You Need to Excel in Your Career
CETPA's Summer Training program is designed to help you gain the skills you need to excel in your career. Whether you're an engineering student, a business student, or a recent graduate, CETPA's program can help you develop the skills you need to land your dream job.
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much more.
We also offer a variety of hands-on projects and case studies, so you can put your skills to the test and gain real-world experience.
In addition to the technical skills, our program also helps you develop soft skills, such as communication, teamwork, and problem-solving. These skills are essential for success in any career.
CETPA's Summer Training in Noida is taught by experienced industry professionals who are passionate about teaching. They will help you master the skills you need to succeed in your career.
If you're looking for a Summer Training in Noida that will help you gain the skills you need to excel in your career, CETPA Infotech is the perfect choice for you.
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There are so, so, so many reasons why this incredibly fake story is incredibly fake. But I just keep reading the API technobabble and I can't stop laughing.
Mf out here bragging about how not only is their code unreadable and unmaintainable, but also their documentation is unreadable and undiscoverable. The problem that this creative writer has is that they need to be indispensable in this story, but unfortunately an indispensable programmer is uniquely gifted at making themself superfluous as quickly and efficiently as possible in as many contexts as possible.
The "nobody is familiar with Python" part is probably my favorite. Python is one of the easiest programming languages to learn. It's so easy that it's the language that engineers (real engineers like chemical engineers, biomedical engineers, material engineers, not software engineers developers) use to help them automate things in their work. Anyone who is familiar with any other programming language can pick up Python in under an hour. You who are familiar with zero programming languages could probably pick up a decent amount of Python in a month. Try it! It is probably easier than you think.
More reasons why this fake story is fake:
This is posted on r/antiwork. It's one of the subreddits infamous for fake stories of bad bosses
It's a multipart series. One of the tropes of fake Reddit stories is the escalating updates. Creative writers hear an encore and they keep going back for more
It's a bit ambiguous how long this person has been in industry, but given the context of missing multiple children's school functions, I think 10+ years of experience is a cautious estimate. That is long enough in software for you to be a team lead, if not a people manager yourself. This person should be training junior devs. They explicitly say that they aren't
Software is incredibly collaborative. There's no way a manager would turn down an offer to train new devs on the existing tooling
Moreover there's no way the code got push to production without several eyes on it. Most companies do either code reviews or pair programming or both. It makes no sense that zero other people understand what's going on with this code. Unless it's really buggy
The fact that someone tried to use it and it corrupted a CSV file (??) shows that it's actually really buggy. If the software was so good, anyone would be able to run it
That goes double for the documentation being so bad that nobody knows how to read it. The entire purpose of documentation is to explain how code works. You failed at your one job.
If the only documentation is something that's hard to find, that looks bad on OOP for two reasons: 1) Documentation is normally put inline next to the code precisely for the reason that it would be easy to find. Don't want to see what a nightmare their code with no inline docs looks like. 2) Their programming practices are so bad that their other documentation is hard to find. The program should have a file called README that either has all the documentation or tells you where to find all the documentation.
This violates NDA so bad
"Out of compliance" for what? Which regulation? Why do they have a deadline to regain compliance? They should already be suffering whatever fines or consequences or whatever for already being out of compliance. It would make more sense if they were at risk of being out of compliance if they didn't implement XYZ by January
There's a lot of weird wording here that indicates a lack of familiarity with software: "complex API", "documentation library", "single threaded". That's not how we use those terms
If you're a software developer for a company the size of Disney (ABC's parent) then what OOP asked for is your starting salary straight out of undergrad. Def not a raise for a senior engineer who's been in industry 10+ years. Def not more than their manager is making.
At a company that size, your direct manager has no ability to decide what the terms of your hiring agreement would be. Def not over text. It would need to go through HR and probably legal as well
"Legal checked the contract and there's a clause stating" lmao get outta here!









#Reddit creative writing exercise#codeblr#progblr#You can learn almost any programming language for free online if you first learn the essential software engineer skill of#googling what you need#Im hesitant to pick a specific python tutorial because I havent needed a python tutorial in over a decade#I dont know which of the modern ones are good#Freecodecamp seems to be fine for JavaScript#Similar but imo superior language to start with
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Python Programming Course with Certification – Live Online
Join Sunbeam’s Live Online Python Programming Course and kickstart your journey in coding, automation, data analysis, and AI. Guided by expert Mr. Nilesh Ghule, this course offers a structured curriculum, hands-on practice, and live Q&A. 📅 Start Date: 2nd June 2025 🕒 Timing: 7:00 PM – 9:00 PM (Mon to Fri) 💰 Fees: ₹8100 (Inclusive GST) 🎓 Certification + Project + Group Discount 🔗 Register now at www.sunbeaminfo.in 📞 Contact: 82 82 82 9806
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College students, freshers, and job seekers
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Anyone with basic programming knowledge
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os.chmod() Method in Python
The os.chmod() method in Python is used to change the mode (permissions) of a specified file or directory. It takes two arguments: the file path and the permission mode. The permission mode can be specified using numeric (octal) values or symbolic strings like 'r', 'w', and 'x' for read, write, and execute permissions. This method is commonly used to modify access rights, such as setting files to be read-only or granting execute permissions for scripts.
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The Ultimate Guide to Choosing the Best AI and Machine Learning Certification Course
Artificial Intelligence (AI) and Machine Learning (ML) are no longer just buzzwords—they’re driving forces behind innovation in industries from healthcare to finance. Whether you're looking to advance your career, pivot into tech, or gain hands-on expertise, finding the best AI and ML certification course is your first crucial step.
With the growing number of online platforms and institutions offering certifications, making the right choice can feel overwhelming. Some focus on theory with little real-world application, while others skip fundamentals in favor of trendy tools. This guide breaks down what truly matters when selecting the best AI and ML certification course, so you can invest your time and money wisely.
Why Certification Matters in AI and ML
AI and ML are fast-evolving fields. Employers often look for candidates who not only understand algorithms but can also implement models, evaluate performance, and work with data in real-world environments. A well-designed certification does more than decorate your resume—it signals your capability to do the job.
Certifications can also help bridge the gap between academic knowledge and hands-on experience, especially for professionals transitioning from non-technical roles.
Key Features to Look for in the Best AI and ML Certification Course
Not all certifications are created equal. Here’s what to watch for when evaluating programs:
1. Comprehensive Curriculum
A solid program should start with the basics—linear regression, classification algorithms, and data preprocessing—and gradually move to deep learning, neural networks, and deployment techniques. Courses that only touch on high-level concepts may leave learners struggling when faced with practical challenges.
Look for a curriculum that reflects current industry needs. The best AI and ML certification course will cover both foundational theory and the latest tools, including Tensor Flow, PyTorch, Scikit-learn, and cloud platforms like AWS or Google Cloud.
2. Instructor Credentials and Teaching Style
The effectiveness of a course often depends on who’s teaching it. Instructors with real-world experience bring insights that go beyond textbooks. Check for credentials, industry background, and student feedback. Recorded previews or sample lessons can help gauge if their teaching style matches your learning preferences.
3. Hands-On Projects and Case Studies
Learning AI and ML without practical projects is like learning to swim by reading a manual. Choose a course that includes capstone projects, real-world datasets, and case studies across industries like finance, healthcare, and retail. The best AI and ML certification course will emphasize implementation, helping learners build a portfolio that showcases their skills.
Accreditation and Recognition
The credibility of a certification often depends on who’s backing it. University-affiliated programs or those offered through reputable platforms tend to hold more weight with employers. While not always necessary, an accredited certificate can set your resume apart in competitive job markets.
Also, consider industry-recognized names or partnerships—courses co-created with tech giants or taught by experts from leading universities tend to have stronger networks and alumni support.
Flexibility and Support
Time commitment and learning format matter. Do you need a self-paced course or thrive in a structured environment with deadlines? Some programs offer live sessions, peer discussion forums, or mentor support. This added guidance can be a game-changer, especially when tackling complex topics like neural networks or reinforcement learning.
The best AI and ML certification course adapts to different learning styles and provides timely feedback, helping students stay motivated and on track.
Who Should Enroll?
The good news is that AI and ML certification courses are now accessible to a wider range of learners. Whether you're a software developer, data analyst, recent graduate, or career changer, there's a course designed for your background and goals.
Beginners may benefit from programs with strong math and coding refreshers, while intermediate learners can opt for specialized tracks like Natural Language Processing or Computer Vision.
Midway through your research, it becomes clear that selecting the best AI and ML certification course isn’t just about name recognition—it’s about content quality, learning experience, and career applicability.
Conclusion: Making the Right Choice
Choosing the best AI and ML certification course can shape the future of your career. With thoughtful evaluation of content, flexibility, recognition, and value, you're more likely to find a program that not only teaches you but transforms your capabilities.
Remember, certifications aren't magic bullets—but the right one can open doors, sharpen skills, and give you the confidence to tackle real-world AI problems head-on.
Whether you're stepping into tech for the first time or leveling up your data science toolkit, the best AI and ML certification course is the one that equips you with practical skills, industry relevance, and long-term growth potential.
#Best AI and ML certification course#AI and ML training with placement#Job-oriented AI and ML course#Online AI and Machine Learning course#Artificial Intelligence and Machine Learning course#Professional AI and ML training program#AI and ML course with Python
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Lambda Function with List Comprehension in Python | Lambda Function in Python | List Comprehension
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Mastering Python: From Basics to Brilliance
Python is one of the most popular programming languages in the world today. Whether you're just starting your coding journey or looking to expand your skills, Python is a great choice. It's simple, powerful, and used in everything from web development to artificial intelligence.In this blog, we’ll explore how to master Python — starting with the basics and moving toward more advanced skills. Along the way, we’ll use trending keywords like Python tutorial, Python for beginners, Python projects, learn Python online, and Python programming to guide your path.
Visit Us : https://innozant.com/classes/
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Learn Python Language Online with Expert-Led Courses | Elewayte
Master Python programming from the comfort of your home with Elewayte’s online courses. Learn Python language online through interactive lessons, real-world projects, and expert guidance.Discover how to learn Python language online with Elewayte’s flexible courses designed for beginners and pros. Start coding today with hands-on exercises and expert support.Want to learn Python language online quickly? Elewayte offers easy-to-follow tutorials and real-world projects to boost your coding skills from anywhere.
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