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Python Projects & Free Books

Python Projects & Free Books

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📈 Аналитический обзор Telegram-канала Python Projects & Free Books

Канал Python Projects & Free Books (@pythonfreebootcamp) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 40 906 подписчиков, занимая 3 337 место в категории Технологии и приложения и 10 047 место в регионе Индия.

📊 Показатели аудитории и динамика

С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 40 906 подписчиков.

Согласно последним данным от 05 июня, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 175, а за последние 24 часа — 29, при этом общий охват остаётся высоким.

  • Статус верификации: Не верифицирован
  • Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 4.03%. В первые 24 часа после публикации контент обычно набирает 0.77% реакций от общего числа подписчиков.
  • Охват публикаций: В среднем каждый пост получает 1 649 просмотров. В течение первых суток публикация набирает 314 просмотров.
  • Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 5.
  • Тематические интересы: Контент сосредоточен на ключевых темах, таких как learning, analyst, framework, link:-, structure.

📝 Описание и контентная политика

Автор описывает ресурс как площадку для выражения субъективного мнения:
Python Interview Projects & Free Courses Admin: @Coderfun

Благодаря высокой частоте обновлений (последние данные получены 06 июня, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.

40 906
Подписчики
+2924 часа
+517 дней
+17530 день
Архив постов
𝗣𝗼𝘄𝗲𝗿𝗕𝗜 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 𝗙𝗿𝗼𝗺 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁😍 ✅ Beginner-friendly ✅ Straight
𝗣𝗼𝘄𝗲𝗿𝗕𝗜 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲 𝗙𝗿𝗼𝗺 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁😍 ✅ Beginner-friendly ✅ Straight from Microsoft ✅ And yes… a badge for that resume flex Perfect for beginners, job seekers, & Working Professionals 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/4iq8QlM Enroll for FREE & Get Certified 🎓

5 Essential Portfolio Projects for data analysts 😄👇 1. Exploratory Data Analysis (EDA) on a Real Dataset: Choose a dataset related to your interests, perform thorough EDA, visualize trends, and draw insights. This showcases your ability to understand data and derive meaningful conclusions. Free websites to find datasets: https://t.me/DataPortfolio/8 2. Predictive Modeling Project: Build a predictive model, such as a linear regression or classification model. Use a dataset to train and test your model, and evaluate its performance. Highlight your skills in machine learning and statistical analysis. 3. Data Cleaning and Transformation: Take a messy dataset and demonstrate your skills in cleaning and transforming data. Showcase your ability to handle missing values, outliers, and prepare data for analysis. 4. Dashboard Creation: Utilize tools like Tableau or Power BI to create an interactive dashboard. This project demonstrates your ability to present data insights in a visually appealing and user-friendly manner. 5. Time Series Analysis: Work with time-series data to forecast future trends. This could involve stock prices, weather data, or any other time-dependent dataset. Showcase your understanding of time-series concepts and forecasting techniques. Share with credits: https://t.me/sqlspecialist Like it if you need more posts like this 😄❤️ Hope it helps :)

𝗧𝗼𝗽 𝟰 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗦𝗤𝗟 𝗙𝗼𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 😍 These FREE resour
𝗧𝗼𝗽 𝟰 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗦𝗤𝗟 𝗙𝗼𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 😍 These FREE resources are all you need to go from beginner to confident analyst! 💻📊 ✅ Hands-on projects ✅ Beginner to advanced lessons ✅ Resume-worthy skills 𝗟𝗶𝗻𝗸:-👇 https://pdlink.in/4jkQaW1 Learn today, level up tomorrow. Let’s go!✅

We have the Key to unlock AI-Powered Data Skills! We have got some news for College grads & pros: Level up with PW Skills' Da
We have the Key to unlock AI-Powered Data Skills! We have got some news for College grads & pros: Level up with PW Skills' Data Analytics & Data Science with Gen AI course! ✅ Real-world projects ✅ Professional instructors ✅ Flexible learning ✅ Job Assistance Ready for a data career boost? ➡️ Click Here for Data Science with Generative AI Course: https://shorturl.at/j4lTD Click Here for Data Analytics Course: https://shorturl.at/7nrE5

Python For Data Science Cheat Sheet Python Basics 📌 cheatsheet
+8
Python For Data Science Cheat Sheet Python Basics 📌 cheatsheet

𝗟𝗲𝗮𝗿𝗻 𝗡𝗲𝘄 𝗦𝗸𝗶𝗹𝗹𝘀 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 & 𝗘𝗮𝗿𝗻 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲𝘀!😍 Looking to upgrade your skills in Data
𝗟𝗲𝗮𝗿𝗻 𝗡𝗲𝘄 𝗦𝗸𝗶𝗹𝗹𝘀 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 & 𝗘𝗮𝗿𝗻 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲𝘀!😍 Looking to upgrade your skills in Data Science, Programming, AI, Business, and more? 📚💡 This platform offers FREE online courses that help you gain job-ready expertise and earn certificates to showcase your achievements! ✅ 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/41Nulbr Don’t miss out! Start exploring today📌

📈 Predictive Modeling for Future Stock Prices in Python: A Step-by-Step Guide The process of building a stock price predicti
+8
📈 Predictive Modeling for Future Stock Prices in Python: A Step-by-Step Guide The process of building a stock price prediction model using Python. 1. Import required modules 2. Obtaining historical data on stock prices 3. Selection of features. 4. Definition of features and target variable 5. Preparing data for training 6. Separation of data into training and test sets 7. Building and training the model 8. Making forecasts 9. Trading Strategy Testing

𝗪𝗲𝗯 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍 Want to master web development? These fre
𝗪𝗲𝗯 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍 Want to master web development? These free certification courses will help you build real-world full-stack skills: ✅ Web Design 🎨 ✅ JavaScript ⚡  ✅ Front-End Libraries 📚 ✅ Back-End & APIs 🌐  ✅ Databases 💾  💡 Start learning today and build your career for FREE! 🚀 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/4bqbQwB Enroll for FREE & Get Certified 🎓

Call for papers on AI to AI Journey* conference journal has started! Prize for the best scientific paper - 1 million roubles!
Call for papers on AI to AI Journey* conference journal has started! Prize for the best scientific paper - 1 million roubles! Selected papers will be published in the scientific journal Doklady Mathematics. 📖 The journal: •  Indexed in the largest bibliographic databases of scientific citations •  Accessible to an international audience and published in the world’s digital libraries Submit your article by August 20 and get the opportunity not only to publish your research the scientific journal, but also to present it at the AI Journey conference. Prize for the best article - 1 million roubles! More detailed information can be found in the Selection Rules -> AI Journey *AI Journey - a major online conference in the field of AI technologies

⌨️ Learn About Python List Methods
⌨️ Learn About Python List Methods

⌨️ Grammar Correction using Python
⌨️ Grammar Correction using Python

𝟱 𝗙𝗥𝗘𝗘 𝗚𝗼𝗼𝗴𝗹𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍 Explore AI, machine learning, and cloud computing — str
𝟱 𝗙𝗥𝗘𝗘 𝗚𝗼𝗼𝗴𝗹𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍 Explore AI, machine learning, and cloud computing — straight from Google and FREE 1. 🌐Google AI for Anyone 2. 💻Google AI for JavaScript Developers 3. ☁️ Cloud Computing Fundamentals (Google Cloud) 4. 🔍 Data, ML & AI in Google Cloud 5. 📊 Smart Analytics, ML & AI on Google Cloud 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/3YsujTV Enroll for FREE & Get Certified 🎓

Want to build your first AI agent? Join a live hands-on session by GeeksforGeeks & Salesforce for working professionals - Build with Agent Builder - Assign real actions - Get a free certificate of participation Registeration link:👇 https://gfgcdn.com/tu/V4t/

Entry-level AI/ML Jobs nowadays - 3+ years of deploying GPT models without touching the keyboard. - 5+ years of experience using TensorFlow, scikit-learn, etc. - 4+ years of Python/Java experience. - Graduate from a reputable university (TOP TIER UNIVERSITY) with a minimum GPA of 3.99/4.00. - Expertise in Database System Management, Frontend Development, and System Integration. - Proficiency in Python and one or more programming languages such as Java, Javascript, or GoLang is a plus - 4+ years with training, fine-tuning, and deploying LLMs (e.g., GPT, LLAMA, mistral) • Expertise in using Al development frameworks such as TensorFlow, PyTorch, LangChain, Hugging Face Transformers - Must be a certified Kubernetes administrator. - Ability to write production-ready code in less than 24 hours. - Proven track record of solving world hunger with AI. - Must have telepathic debugging skills. - Willing to work weekends, holidays, and during full moons. Oh, and the most important requirement: must be resilient in handling sudden revisions from the boss

𝗙𝗥𝗘𝗘 𝗪𝗲𝗯𝘀𝗶𝘁𝗲𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗖𝗼𝗱𝗶𝗻𝗴 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘 😍 Level up your coding skills without spending a di
𝗙𝗥𝗘𝗘 𝗪𝗲𝗯𝘀𝗶𝘁𝗲𝘀 𝗧𝗼 𝗠𝗮𝘀𝘁𝗲𝗿 𝗖𝗼𝗱𝗶𝗻𝗴 𝗙𝗼𝗿 𝗙𝗥𝗘𝗘 😍  Level up your coding skills without spending a dime? 💰 These free interactive platforms will help you learn, practice, and build real projects in HTML, CSS, JavaScript, React, and Python! 𝐋𝐢𝐧𝐤 👇:- https://pdlink.in/4aJHgh5 Enroll For FREE & Get Certified 🎓

Top 10 Data Libraries for Python
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Top 10 Data Libraries for Python

🔅 Convert Video to Audio using Python
🔅 Convert Video to Audio using Python

𝗧𝗼𝗽 𝗠𝗡𝗖𝘀 𝗛𝗶𝗿𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁𝘀 😍 Mercedes :- https://pdlink.in/3RPLXNM TechM :- https://pdlink.in/4c
𝗧𝗼𝗽 𝗠𝗡𝗖𝘀 𝗛𝗶𝗿𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁𝘀 😍 Mercedes :- https://pdlink.in/3RPLXNM TechM :- https://pdlink.in/4cws0oN SE :- https://pdlink.in/42feu5D Siemens :- https://pdlink.in/4jxhzDR Dxc :- https://pdlink.in/4ctIeis EY:- https://pdlink.in/4lwMQZo Apply before the link expires 💫

Build AI Agents with Python ✅
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Build AI Agents with Python ✅

Repost from Generative AI
𝗝𝗣 𝗠𝗼𝗿𝗴𝗮𝗻 𝗙𝗥𝗘𝗘 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀😍 JPMorgan offers free virtual internships to
𝗝𝗣 𝗠𝗼𝗿𝗴𝗮𝗻 𝗙𝗥𝗘𝗘 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗜𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝘀😍 JPMorgan offers free virtual internships to help you develop industry-specific tech, finance, and research skills.  - Software Engineering Internship - Investment Banking Program - Quantitative Research Internship   𝐋𝐢𝐧𝐤 👇:-  https://pdlink.in/4gHGofl Enroll For FREE & Get Certified 🎓