import seaborn as sns
import matplotlib.pyplot as plt
import numpy as np
data = np.random.rand(10, 12)
sns.heatmap(data, cmap='Reds')
plt.show()
#source code -- clcoding.com
Python Coding October 13, 2024 Data Science, Python No comments
Python Coding October 11, 2024 Python No comments
Let's break down the code step by step to explain what happens in the modify_list function and why the final result of print(my_list) is [1, 2, 3, 4].
def modify_list(lst, val):
lst.append(val)
lst = [100, 200, 300]
my_list = [1, 2, 3]
modify_list(my_list, 4)
print(my_list)
Step-by-step Explanation:
Function Definition: The function modify_list(lst, val) accepts two arguments:
lst: a list passed by reference (so modifications within the function affect the original list unless reassigned).
val: a value that will be appended to the list lst.
Initial State of my_list: Before calling the function, the list my_list is initialized with the values [1, 2, 3].
Calling the Function:
modify_list(my_list, 4)
We pass the list my_list and the value 4 as arguments to the function.
Inside the function, lst refers to the same list as my_list because lists are mutable and passed by reference.
First Line Inside the Function:
lst.append(val)
lst.append(4) adds the value 4 to the list.
Since lst refers to the same list as my_list, this operation modifies my_list as well.
At this point, my_list becomes [1, 2, 3, 4].
Reassignment of lst:
lst = [100, 200, 300]
This line creates a new list [100, 200, 300] and assigns it to the local variable lst.
However, this reassignment only affects the local variable lst inside the function. It does not modify the original list my_list.
After this line, lst refers to the new list [100, 200, 300], but my_list remains unchanged.
End of the Function: When the function finishes execution, lst (which is now [100, 200, 300]) is discarded because it was only a local variable.
my_list retains its modified state from earlier when the value 4 was appended.
Final Output:
print(my_list)
When we print my_list, it shows [1, 2, 3, 4] because the list was modified by lst.append(val) but not affected by the reassignment of lst.
Key Takeaways:
List Mutation: The append() method modifies the list in place, and since lists are mutable and passed by reference, my_list is modified by lst.append(val).
Local Reassignment: The line lst = [100, 200, 300] only reassigns lst within the function's scope. It does not affect my_list outside the function because the reassignment creates a new list that is local to the function.
Thus, the final output is [1, 2, 3, 4].
Python Coding October 10, 2024 Data Science, Python No comments
import matplotlib.pyplot as plt
import numpy as np
data = np.random.normal(size=1000)
sns.kdeplot(data, fill=True, color="blue")
plt.title("Density Plot")
plt.xlabel("Value")
plt.ylabel("Density")
plt.show()
#source code --> clcoding.com
Python Coding October 09, 2024 Python No comments
import plotly.express as px
data = {
'Country': ['United States', 'Canada',
'Brazil', 'Russia', 'India'],
'Values': [100, 50, 80, 90, 70]
}
fig = px.choropleth(
data,
locations='Country',
locationmode='country names',
color='Values',
color_continuous_scale='Blues',
title='Choropleth Map of Values by Country')
fig.show()
Python Coding October 09, 2024 Python No comments
import plotly.graph_objects as go
fig = go.Figure(go.Indicator(
mode="gauge+number",
value=65,
title={'text': "Speed"},
gauge={'axis': {'range': [0, 100]},
'bar': {'color': "darkblue"},
'steps': [{'range': [0, 50], 'color': "lightgray"},
{'range': [50, 100], 'color': "gray"}],
'threshold': {'line': {'color': "red", 'width': 4},
'thickness': 0.75, 'value': 80}}))
fig.show()
#source code --> clcoding.com
Python Coding October 08, 2024 Data Science, Python No comments
import plotly.graph_objects as go
fig = go.Figure(go.Waterfall(
name = "20", orientation = "v",
measure = ["relative", "relative", "total", "relative",
"relative", "total"],
x = ["Sales", "Consulting", "Net revenue", "Purchases",
"Other expenses", "Profit before tax"],
textposition = "outside",
text = ["+60", "+80", "", "-40", "-20", "Total"],
y = [60, 80, 0, -40, -20, 0],
connector = {"line":{"color":"rgb(63, 63, 63)"}},
))
fig.update_layout(
title = "Profit and loss statement 2024",
showlegend = True
)
fig.show()
#source code --> clcoding.com
Python Coding October 08, 2024 Data Science, Python No comments
import pandas as pd
import matplotlib.pyplot as plt
data = {'Category': ['A', 'B', 'C', 'D', 'E'],
'Frequency': [50, 30, 15, 5, 2]}
df = pd.DataFrame(data)
df = df.sort_values('Frequency', ascending=False)
df['Cumulative %'] = df['Frequency'].cumsum() / df['Frequency'].sum() * 100
fig, ax1 = plt.subplots()
ax1.bar(df['Category'], df['Frequency'], color='C4')
ax1.set_ylabel('Frequency')
ax2 = ax1.twinx()
ax2.plot(df['Category'], df['Cumulative %'], 'C1D')
ax2.set_ylabel('Cumulative %')
plt.title('Pareto Chart')
plt.show()
#source code --> clcoding.com
Python Coding October 08, 2024 Books, Python No comments
Ready to turn your Raspberry Pi into a smart device powerhouse?
This Python workbook is your ticket to building incredible IoT applications using MQTT, the communication protocol behind the Internet of Things. It's packed with hands-on projects that take you from beginner to builder, one step at a time.
What's inside?
Who's it for?
Whether you're a hobbyist tinkering in your garage, a student eager to learn, or an aspiring IoT developer, this workbook is your guide.
It's time to unleash the power of the Internet of Things.
Python Coding October 08, 2024 Books, Python No comments
Unlock the Full Power of Python Programming with "30 Essential Topics Every Python Programmer Should Know"
Are you ready to elevate your Python skills and become a more proficient and confident programmer? Whether you're just starting out or already have some experience, this comprehensive guide will transform the way you code with Python. "30 Essential Topics Every Python Programmer Should Know" is your definitive resource for mastering the most critical concepts in Python, from foundational principles to advanced techniques.
What You’ll Discover Inside:
Each chapter in this book is designed to build upon the previous one, ensuring a smooth learning curve that will guide you from Python basics to more complex, professional-level programming. The clear explanations and practical examples will not only help you understand each topic but also give you the confidence to apply what you’ve learned in your own projects.
Why This Book?
Python is one of the most versatile and widely-used programming languages in the world. Whether you’re developing web applications, automating tasks, analyzing data, or venturing into machine learning, having a strong grasp of these 30 essential topics will set you apart as a Python programmer.
"30 Essential Topics Every Python Programmer Should Know" isn’t just a book—it’s your pathway to Python mastery. By the end of this book, you’ll not only be familiar with Python's most important concepts but also have the practical skills to apply them in real-world scenarios.
Who Should Read This Book?
Embark on your journey to becoming a Python expert today. With "30 Essential Topics Every Python Programmer Should Know," you’re one step closer to mastering the language that powers everything from simple scripts to cutting-edge technologies. Click buy and let’s dive in!
Python Coding October 08, 2024 Books, Python No comments
Updated to include three new chapters on transformers, natural language understanding (NLU) with explainable AI, and dabbling with popular LLMs from Hugging Face and OpenAI
Harness the power of Natural Language Processing to overcome real-world text analysis challenges with this recipe-based roadmap written by two seasoned NLP experts with vast experience transforming various industries with their NLP prowess.
You’ll be able to make the most of the latest NLP advancements, including large language models (LLMs), and leverage their capabilities through Hugging Face transformers. Through a series of hands-on recipes, you’ll master essential techniques such as extracting entities and visualizing text data. The authors will expertly guide you through building pipelines for sentiment analysis, topic modeling, and question-answering using popular libraries like spaCy, Gensim, and NLTK. You’ll also learn to implement RAG pipelines to draw out precise answers from a text corpus using LLMs.
This second edition expands your skillset with new chapters on cutting-edge LLMs like GPT-4, Natural Language Understanding (NLU), and Explainable AI (XAI)—fostering trust and transparency in your NLP models.
By the end of this book, you'll be equipped with the skills to apply advanced text processing techniques, use pre-trained transformer models, build custom NLP pipelines to extract valuable insights from text data to drive informed decision-making.
This updated edition of the Python Natural Language Processing Cookbook is for data scientists, machine learning engineers, and developers with a background in Python. Whether you’re looking to learn NLP techniques, extract valuable insights from textual data, or create foundational applications, this book will equip you with basic to intermediate skills. No prior NLP knowledge is necessary to get started. All you need is familiarity with basic programming principles. For seasoned developers, the updated sections offer the latest on transformers, explainable AI, and Generative AI with LLMs.
Python Coding October 08, 2024 Books, Python No comments
If you're new to ball pythons or reptile care in general, this book offers a friendly, easy-to-follow guide to get you started. It covers everything from acquiring a ball python and setting up their habitat to daily care, feeding, handling, health issues, and safety tips. The book emphasizes practical advice grounded in scientific knowledge and offers flexible strategies to help you progress in caring for your new pet.
"A New Keeper's Guide to Ball Pythons" can be read from start to finish or used as a quick reference for specific concerns and stages of care. Drawing from the author's personal experience with her own four ball pythons, along with insights from her dedicated Facebook admin team of over 25 reptile experts, and collaborations with breeders, veterinarians, and animal behavior specialists, this guide is designed to support new keepers every step of the way. The author's Facebook group, New Ball Python Keepers, which started in 2019, has grown to around 50,000 members, reflecting the broad, real-world expertise shared within these pages.
Python Coding October 08, 2024 Books, Data Science, Python No comments
Are you ready to unlock the power of data analysis and harness Python’s potential to turn raw data into valuable insights? Python Programming for Data Analysis: Unlocking the Power of Data Analysis with Python Programming and Hands-On Projects is your comprehensive guide to mastering data analysis techniques and tools using Python.
Whether you're a beginner eager to dive into the world of data or a professional looking to enhance your skills, this hands-on guide will equip you with everything you need to analyze, visualize, and interpret data like never before.
Why this book is essential for data enthusiasts:
By the end of Python Programming for Data Analysis, you’ll have the confidence and capability to tackle any data analysis challenge, backed by a solid foundation in Python programming. This is your gateway to becoming a data-driven problem solver in any field.
Unlock the potential of your data—click the "Buy Now" button and start your journey into Python-powered data analysis today.
Python Coding October 08, 2024 Books, Python No comments
Unlock the power of Python in ArcGIS® Pro with this definitive, easy-to-follow guide designed for users with limited programming or scripting experience.
Get started learning to write Python scripts to automate tasks in ArcGIS Pro with Python Scripting for ArcGIS Pro. This book begins with the fundamentals of Python programming and then dives into how to write useful Python scripts that work with spatial data in ArcGIS Pro. You’ll learn how to use geoprocessing tools; describe, create, and update data; and execute specialized tasks. With step-by-step instructions, practical examples, and insightful guidance, you’ll be able to write scripts that will automate and improve your ArcGIS Pro workflows.
This third edition has been revised for ArcGIS Pro 3.2 and Python 3.9.18 and includes updated images; a fully updated chapter 2; and expanded chapters 4, 8, 9, and 10.
The key topics you will learn include:
Helpful points to remember, key terms, and review questions are included at the end of each chapter to reinforce your understanding of Python. Corresponding data and tutorials are available online.
Python Coding October 08, 2024 Books, Python No comments
Want to learn Python programming quickly and easily?
Imagine being able to write your own Python code and build practical projects in just one week. "Python Programming Made Easy: Hands-On Learning in 7 Days with Practical Exercises and Projects" is your fast track to mastering Python, designed to make learning both efficient and enjoyable.
In this comprehensive book, you'll discover:
Whether you're a complete beginner or someone looking to refresh your Python skills, this book will provide you with a solid foundation and the confidence to start coding on your own.
Don't wait! Click the 'Buy Now' button and start your Python programming journey today with hands-on learning in just 7 days.
Python Coding October 08, 2024 Books, Python No comments
Healing cannot happen unless you confront the demonic strongholds attacking you.
After reading this book, you will discover the strategies of Python, and Leviathan; identify their primary targets; and learn how to defeat them. You will gain confidence and understanding to sever the strongholds gripping your life. Instead of being constricted by serpent spirits, you will walk free in the power of Christ.
Jesus gave us the power to trample serpents and have authority of the power of the enemy in Luke 10:19. Isaiah 27:1-3 identifies Leviathan as a twisting, fleeing serpent. This spirit operates in relationships at all levels and twists people’s words, shooting darts between people and causing division. Not only does it ruin relationships, but healing minister Katie Souza believes it ruins our health and our daily lives.
The Serpent and the Soul shows you the many ways we allow the Leviathan (serpent) spirit into our lives and the impact it has on us. Python is another serpent spirit and it constricts our finances and causes lack and misalignment in our lives and our physical bodies. So many misunderstand or overlook the connection between idolatry, witchcraft, and these serpent spirits and the impact they have our bodies. Souza has seen this time and time again throughout her years of ministry.
But there is good news. You can break the serpents’ deadly grip through genuine repentance of pride, unforgiveness, and other doors these spirits use to gain access to your life. Your relationships can thrive again, and you can prosper and live in health and peace. This book will impart biblical understanding of Python, Leviathan, and other serpent spirits and provide you with powerful prayers and spiritual tools for breaking free from their control. God’s healing, restoration, and prosperity are available to you when you break the connection of the serpent and the soul.
Python Coding October 08, 2024 Books, Python No comments
"Python Programming for Beginners" is your gateway to the world of coding, transforming curiosity into capability. This comprehensive guide doesn't just teach Python—it empowers you to harness technology and bring your ideas to life.
Imagine crafting your own applications, automating tedious tasks, or even launching a career in tech. This book lays the foundation for all of that and more. I've distilled years of programming expertise into a clear, engaging format that respects your time and intelligence.
Here's what sets this book apart:
Inside, you'll find:
Whether you're a complete beginner or someone looking to solidify their programming foundation, this book meets you where you are. Python's renowned readability and beginner-friendly syntax make it the ideal first language, and my approach ensures you'll grasp not just the 'how,' but the crucial 'why' behind each concept.
Python Coding October 08, 2024 Books, HTML&CSS, Python, SQL No comments
🖥️ Are you eager to dive into the world of programming but don't know where to start? Feeling overwhelmed by the multitude of languages and concepts? Want to build a solid foundation that will set you up for success in various programming fields? 🖥️
"Computer Programming Fundamentals: 4 Books in 1" is your all-in-one guide to mastering the fundamentals of programming. This comprehensive collection includes:
1. Coding For Beginners: Demystify programming concepts and logic.
2. Coding With Python: Learn the versatile language powering AI and data science.
3. SQL Programming For Beginners: Unlock the secrets of database management.
4. Coding HTML: Create stunning websites from scratch.
Each book is carefully crafted to take you from novice to confident coder, with:
• Easy-to-follow tutorials and explanations
• Practical examples and hands-on exercises
• Tips and tricks from industry experts
• Common pitfalls to avoid
Whether you're a student, career-changer, or curious mind, this bundle provides the perfect launchpad for your coding journey. You'll gain the skills to:
• Write efficient, clean code
• Solve real-world problems with programming
• Understand the interconnections between different languages
• Build your own projects from the ground up
Don't let the opportunity to become a versatile programmer pass you by.
Python Coding October 08, 2024 Books, Python No comments
Do you want to design interactive, user-friendly applications that stand out? Ready to bring your Python programming skills to the next level? Python GUI Programming: Design and Develop Graphical User-Friendly Interfaces with Python is your all-in-one guide to building dynamic and intuitive graphical user interfaces (GUIs) that users will love.
Whether you're a developer looking to enhance your applications or a beginner eager to explore the world of GUI design, this book will guide you through the process of creating beautiful, functional interfaces using Python’s powerful libraries.
Why you need this book:
By the end of Python GUI Programming, you’ll have the skills and knowledge to create sleek, professional-grade GUI applications that offer an exceptional user experience. Whether you're developing tools for business, entertainment, or personal use, this book will help you bring your ideas to life.
Start building impressive Python GUIs today—click the “Buy Now” button and begin designing user-friendly interfaces that will elevate your applications.
Python Coding October 08, 2024 Books, Python Coding Challenge No comments
Python Coding October 08, 2024 Books, Python No comments
Discover the power of Ethical Hacking with “Ethical Hacking with Python: The Definitive Guide to Understanding, Learning, and Applying Hacking Techniques Safely and Legally.” This handbook is your ticket into the fascinating and ever-evolving world of cybersecurity. If you are passionate about technology and wish to pursue a highly profitable career, this book is designed for you.
In an age of ever-increasing cyberthreats, the demand for cybersecurity experts is soaring. With this guide, you will gain advanced skills in Python programming, malware analysis, penetration testing, and network scanning. We will provide you with the knowledge you need to identify and protect system vulnerabilities, becoming an essential pillar for any organization.
This book is perfect for beginners and professionals who want to improve their skills. You will learn how to use essential tools such as Metasploit, Wireshark, Nmap, and Burp Suite, explore encryption techniques, and discover how to design ethical attacks to test the security of systems. Each chapter is packed with practical examples and real-world case studies, making learning engaging and applicable in the real world.
In addition to giving you a solid technical foundation, this guide prepares you for industry-leading certifications such as the Certified Ethical Hacker (CEH) and Offensive Security Certified Professional (OSCP). These certifications open doors to lucrative and challenging job opportunities, with in-demand positions such as Ethical Hacker, Penetration Tester, Security Analyst, and many others.
Don't miss the opportunity to become a cybersecurity expert and ethical hacker. With “Ethical Hacking with Python,” you will have a comprehensive and up-to-date guide to launching a successful career in an ever-expanding field. Invest in your future and become part of the community of professionals protecting cyberspace!
Python Coding October 08, 2024 Books, Python No comments
✅ Free Repository Code with all code blocks used in this book
✅ Access to Free Chapters of all our library of programming published books
✅ Free premium customer support
✅ Much more...
Welcome to the world of Python programming!
"Python, Become a Master" is a resource designed to help Python enthusiasts of all levels. Whether you are a novice with no programming experience, an intermediate programmer looking to enhance your skills, or an advanced programmer seeking to challenge yourself with complex exercises, this book has something to offer you.
The 120 Python Projects and exercises in this book are practical and relevant, designed to help you master the essential concepts of Python programming while also giving you the opportunity to apply those concepts to real-world problems. The exercises are divided into three sections, each covering a different level of difficulty.
The beginner exercises are designed for those who have little to no programming experience. This section covers the basic building blocks of Python programming, such as variables, data types, loops, conditional statements, functions, and file handling. The exercises are designed to be simple and easy to understand, allowing you to build a solid foundation in Python programming.
The intermediate exercises are designed for those who have some programming experience and are familiar with the basic concepts of Python programming. This section covers more advanced topics such as object-oriented programming, regular expressions, web scraping, data analysis, and data visualization. The exercises in this section are more challenging than those in the beginner section, but they are still designed to be accessible and practical.
The advanced exercises are designed for experienced programmers who are looking to challenge themselves and expand their skills. This section covers advanced topics such as concurrency, network programming, machine learning, and natural language processing. The exercises in this section are challenging and require a deep understanding of Python programming concepts.
In "Python, Become a Master," we aim to provide practical exercises for those studying Python, as well as for intermediate or advanced level programmers with a thirst for more knowledge or who want to challenge themselves with complex problems to solve. Whether you are seeking to practice and learn Python programming, improve your Python skills, or use the exercises as a reference, we hope you find this book to be a valuable resource in your journey to become a proficient Python programmer.
This book is designed to help you become a proficient Python programmer, no matter your current skill level. Whether you are a beginner with no programming experience, an intermediate programmer looking to improve your skills, or an advanced programmer seeking to challenge yourself with complex exercises, this book has something for you.
The exercises in this book are practical and relevant, designed to help you master the essential concepts of Python programming while also giving you the opportunity to apply those concepts to real-world problems. The exercises are divided into three sections, with each section covering a different level of difficulty.
You will practice and learn this and much more:
Free Books Python Programming for Beginnershttps://t.co/uzyTwE2B9O
— Python Coding (@clcoding) September 11, 2023
Top 10 Python Data Science book
— Python Coding (@clcoding) July 9, 2023
🧵:
Top 4 free Mathematics course for Data Science ! pic.twitter.com/s5qYPLm2lY
— Python Coding (@clcoding) April 26, 2024
Web Development using Python
— Python Coding (@clcoding) December 2, 2023
🧵: