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Learning Python!!👨🏻‍💻

Learning Python!!👨🏻‍💻

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This channel is meant to provide FREE Books and course links, also information about Python, Machine Learning, AI, Data Science, IoT, Big Data, Deep Learning & much more.

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𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 What it is: A powerful open-source platform designed to automate deploying, scaling, and operating application containers. 𝐂𝐥𝐮𝐬𝐭𝐞𝐫 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭: - Organizes containers into groups for easier management. - Automates tasks like scaling and load balancing. 𝐂𝐨𝐧𝐭𝐚𝐢𝐧𝐞𝐫 𝐑𝐮𝐧𝐭𝐢𝐦𝐞: - Software responsible for launching and managing containers. - Ensures containers run efficiently and securely. 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲: - Implements measures to protect against unauthorized access and malicious activities. - Includes features like role-based access control and encryption. 𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 & 𝐎𝐛𝐬𝐞𝐫𝐯𝐚𝐛𝐢𝐥𝐢𝐭𝐲: - Tools to monitor system health, performance, and resource usage. - Helps identify and troubleshoot issues quickly. 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐢𝐧𝐠: - Manages network communication between containers and external systems. - Ensures connectivity and security between different parts of the system. 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬: - Handles tasks related to the underlying infrastructure, such as provisioning and scaling. - Automates repetitive tasks to streamline operations and improve efficiency. - 𝐊𝐞𝐲 𝐜𝐨𝐦𝐩𝐨𝐧𝐞𝐧𝐭𝐬: - Cluster Management: Handles grouping and managing multiple containers. - Container Runtime: Software that runs containers and manages their lifecycle. - Security: Implements measures to protect containers and the overall system. - Monitoring & Observability: Tools to track and understand system behavior and performance. - Networking: Manages communication between containers and external networks. - Infrastructure Operations: Handles tasks like provisioning, scaling, and maintaining the underlying infrastructure.

DATA SCIENCE CONCEPTS
DATA SCIENCE CONCEPTS

Data Science Techniques
Data Science Techniques

PANDAS
PANDAS

DATA STRUCTURE
DATA STRUCTURE

A CHEAT SHEET FOR DATA STRUCTURE
A CHEAT SHEET FOR DATA STRUCTURE

KAFKA IN A NUTSHELL
KAFKA IN A NUTSHELL

MACHINE LEARNING
MACHINE LEARNING

DATA CLEANING STEPS
DATA CLEANING STEPS

MACHINE LEARNING
MACHINE LEARNING

Master Python in 21 Days 👇 ▶️ First of all Join our Telegram Channel For Free Python Course ( Link in Bio 🔗) Or Search Name in Telegram - "pythonjoyy" and join it ✅ Complete Roadmap 👇 ▶️ Day: 01✅Understand the Basics > Introduction to Python Language> Python Features and Applications > How to Install Python? Hello World Program in Python Integrated Development Environments(IDEs) for Python ▶️ Day: 02 - 03✅ Data Types, Variables& Operators Data Types | Variables in Python> Global and Local Variables in Python > Operators in Python> Operator Overloading in Python > Python Programming Examples for Practice ▶️ Day: 04-05✅Conditional & Flow Control Statements > Decision-Making statements in Python> Loops in Python > Looping Techniques in Python> Control Statements in Python > Chaining Comparison in Python ▶️ Day: 06 - 07✅String, List & Dictionary Manipulations> Python Arrays > Python Dictionary> Python String | Python Lists Byte Objects vs String in Python> Python Sets | Python Tuples ▶️ Day: 08 - 10✅ Functions & Modules> Functions in Python > Function with arguments> Lambda Functions > Python Modules | Python Package> Python Closures ▶️ Day: 11-12✅ Python File Operations> Basics of File Handling in Python > Open a File in PythonReading a File | Writing to a File > Python seek() function> python tell () function ▶️ Day: 13-15✅ Object-Oriented ApproachClass, Object, and Members in Python > Inheritance | Polymorphism | EncapsulationData Hiding & Object Printing > Constructors Destructors in Python> Garbage Collection in Python ▶️ Day: 16 - 18✅ Expressions &Exception Handling Python Exception Handling> User-defined Exception| Built-in Exception > Python Try ExceptRegular Expression in Python > MongoDB and Python ▶️ Day: 19 - 21✅Multithreading & Python CGI Multithreading in PythonCGI Programming in Python > Python Collections> Counters in Python > Several Python Projects for Practice Save it for future ☑️ BG Credits: @imdadcodes Follow 👉 @python.joy for more....

Free Python Courses, Books and Cheat Sheets (part 2) Additional materials Books A list of Python books in English that are free to read online or download Learn Python the Hard Way Python for Everybody Automate The Boring Stuff With Python Python 3 Patterns, Recipes and Idioms Clean Architectures in Python python intro notes An introduction to Python for absolute beginners python programming notes Python Data Science Handbook Cheat sheets Python Tutorial -> Condensed Cheatsheet Python Programming Exercises, 2022., gently explained python matplotlib python panda python basics python seaborn Useful Python for data science cheat sheets python data type cheat sheet python cheat sheets GitHub Repositories Machine Learning University: Accelerated Natural Language Processing Class Hands on ML notebook series Machine learning cheat sheet with code #python #python3 ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @pythonjoyy for more👈

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🚀 Data Scientist Roadmap for 2025 🧑‍💻📊 Want to become a Data Scientist in 2025? Here's a roadmap covering the essential skills: ✅ Programming: Python, SQL ✅ Maths: Statistics, Linear Algebra, Calculus ✅ Data Analysis: Data Wrangling, EDA ✅ Machine Learning: Classification, Regression, Clustering, Deep Learning ✅ Visualization: PowerBI, Tableau, Matplotlib, Plotly ✅ Web Scraping: BeautifulSoup, Scrapy, Selenium Mastering these will set you up for success in the ever-growing field of Data Science! 💡 What skills are you focusing on this year? Let’s discuss in the comments! 🚀