{"id":22325392,"url":"https://github.com/creativepurus/pwskills-projects","last_synced_at":"2025-04-12T10:52:13.380Z","repository":{"id":156827150,"uuid":"630663800","full_name":"creativepurus/PWSKILLS-Projects","owner":"creativepurus","description":"🌟 This repository is related to the projects related to 🤖🧠💻 Artificial Intelligence, Machine Learning and Data Science given by PWSKILLS for the course \"DATA SCIENCE MASTERS - IMPACT BATCH 1\" 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[![Purushottam Anand 🇮🇳 on GitHub ☕](https://github.com/creativepuru.png?size=100)](https://github.com/creativepuru \"Purushottam Anand 🇮🇳 on GitHub ☕\")\n\n\u003cdiv align=\"center\"\u003e \n\n[![PWSKILLS PROJECTS](https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=2000\u0026pause=1000\u0026multiline=true\u0026width=700\u0026height=100\u0026lines=👋+WELCOME+TO+MY+PWSKILLS+-+PROJECTS+REPOSITORY+📘)](https://github.com/creativepuru/PWSKILLS-Projects)\n\n[![ABOUT](https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=2000\u0026pause=1000\u0026multiline=false\u0026width=800\u0026height=50\u0026lines=✨+This+repository+is+a+collection+of+🤖🧠💻+Artificial+Intelligence...;...Machine+Learning+and+Data+Science+Projects+🚀;✨+I+am+constantly+adding+new+contents.;💭+So+make+sure+to+check+back+often+🕙)](https://github.com/creativepuru/PWSKILLS-Projects)\n\n\u003c/div\u003e\n\n# 📚 Table of Contents\n- 🔰 ABOUT\n- 💻 Projects Covered\n- 👨‍💻 Getting Started\n- 🔰 Description\n- 📣 Feedback and Contributions \n- 📲 How to reach me 💻\n- 🚀 Let's learn and grow together!\n- 📖 License\n- 🤝 SUPPORT ME 👉🏻 Buy Me a Coffee ☕\n\u003cbr\u003e \u003c/br\u003e\n\n# 🔰 ABOUT\n### 🤖🧠💻 Artificial Intelligence, Machine Learning and Data Science Projects 🚀\n\n- Welcome to my repository of resources for `Artificial Intelligence`, `Machine Learning` and `Data Science` ! \n- This repository contains a collection of `codes and projects` related to Data Science, AI, and Machine Learning. \n- Here, you'll find a collection of `code snippets, tutorials`, and other helpful resources that I've gathered throughout my journey in these fields. \n- In today's world, `Data Science` has become an `integral part of businesses`, organizations, and governments as it helps in making informed decisions through the analysis of vast amounts of data.\n\u003cbr\u003e \u003c/br\u003e\n\n# 💻 Projects Covered \n\u003e Below are the Projects you'll find in this repository:\n\n### 🔹 Feb 2023 Python Project :- Web Scrapping\n- Web Scrapping introduction\n- Integration With Web Portal.\n- Integration With Rest Api, Web Portal And Mongo Db\n- Deployment On Web Portal On AWS Cloud\n\n### 🔹 Feb 2023 Python Project : - Image Scrapper\n- Image Scrapping Introduction\n- Image Scrapping Deployment\n- Integration With Rest Api, Web Portal And Mongo Db\n- Deployment On Web Portal On Azure Cloud\n\n### 🔹 May 2023 ML Projects\n- 6 May'23 Fault detection in wafers based on sensor data.\n- 7 May'23 Cement strength reg.\n- 8 May'23 Credit card fraud.\n- 9 May'23 Fraud detection\n- 10 May'23 Income prediction\n- 11 May'23 Phishing classifier\n- 12 May'23 Visibility climate\n\n### 🔹 July 2023 Computer Vision Projects\n- 16 July'23 Object Tracking Project\n- 17 July'23 Image Classification with SOTA CNNs\n- 18 July'23 Image to Text using OCRs\n- 19 July'23 Vision based Attendance System\n- 20 July'23 Sign Language Detection\n- 21 July'23 Shredder Systems\n\n### 🔹 Aug 2023 NLP Projects\n- 6 Aug'23 Movie Review using BERT\n- 7 Aug'23 NER using BERT\n- 8 Aug'23 POS Tagging with BERT\n- 9 Aug'23 Text Generation GPT2\n- 10 Aug'23 Question Answering with SQUAD\n- 11 Aug'23 Machine Translation with Transformers\n- 12 Aug'23 Paraphrasing with BART\n- 13 Aug'23 Text2Speech\n- 14 Aug'23 Speech2Text\n- 15 Aug'23 SpellCorrector\n\n\u003cbr\u003e \u003c/br\u003e\n\n# 👨‍💻 Getting Started\n- To get started, simply clone this repository to your local machine and explore the different sections. \n- You can also contribute to this repository by adding your own code snippets, tutorials, and other resources.\n- To get started, you'll need to have `Python` installed on your computer. You can download the latest version of Python from the official website: https://www.python.org/downloads/\n- You'll also need to have `Jupyter` installed. You can install it using `pip` using below commands :\n```\npip install jupyter\n```\n- Once you have `Python` and `Jupyter` installed, you can `clone` this repository:\n```\ngit clone https://github.com/creativepuru/Python-Basics.git\n```\n- Then, navigate to the directory where the repository was cloned and start Jupyter by using below commands :\n```\ncd \u003cPython-Basics\u003e\njupyter notebook\n```\n- This will open the `Jupyter notebook interface` in your default `web browser`. From here, you can navigate to the notebooks directory and open any of the notebooks to view the code examples.\n\u003cbr\u003e \u003c/br\u003e\n\n# 🔰 Description\n  \n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=1000\u0026pause=500\u0026multiline=true\u0026width=600\u0026height=40\u0026lines=🧠+AI\" alt=\"🧠 AI\" /\u003e \n\n- In this section, you'll find resources related to artificial intelligence, including algorithms, techniques, and tools. \n- Some of the topics covered include natural language processing, computer vision, and deep learning.\n\n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=1000\u0026pause=500\u0026multiline=true\u0026width=600\u0026height=40\u0026lines=💻+Machine+Learning\" alt=\"💻 Machine Learning\" /\u003e \n\n- Here, you'll find resources related to machine learning, including algorithms, frameworks, and libraries. \n- Some of the topics covered include regression, classification, clustering, and neural networks.\n\n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=1000\u0026pause=500\u0026multiline=true\u0026width=600\u0026height=40\u0026lines=📈+Data+Science\" alt=\"📈 Data Science\" /\u003e \n\n- In this section, you'll find resources related to data science, including statistical analysis, data mining, and data cleaning. \n- Some of the topics covered include hypothesis testing, A/B testing, and exploratory data analysis.\n\n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=1000\u0026pause=500\u0026multiline=true\u0026width=600\u0026height=40\u0026lines=📊+Data+Visualization\" alt=\"📊 Data Visualization\" /\u003e \n\n- Here, you'll find resources related to data visualization, including tools and libraries for creating charts, graphs, and other visualizations.\n- Some of the topics covered include matplotlib, seaborn, and ggplot2.\n\n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=1000\u0026pause=500\u0026multiline=true\u0026width=600\u0026height=40\u0026lines=📝+Notebooks\" alt=\"📝 Notebooks\" /\u003e\n\n- In this section, you'll find Jupyter notebooks that showcase various projects and examples related to data science, AI, and machine learning.\n- These notebooks can serve as a starting point for your own projects and experiments.\n\n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=1000\u0026pause=500\u0026multiline=true\u0026width=600\u0026height=40\u0026lines=📁+Datasets\" alt=\"📁 Datasets\" /\u003e\n\n- The \"datasets\" directory contains a variety of datasets that I've used in my data science and machine learning projects. \n- Feel free to use these datasets for your own projects, and let me know if you find any interesting insights!\n\u003cbr\u003e \u003c/br\u003e\n\n# 📣 Feedback and Contributions \n- I'm always looking for ways to improve my skills and learn from others in the community. \n- If you have any suggestions, bug fixes, or contributions, feel free to open a pull request or issue with your changes !\n\n\u003ch1\u003e \u003cimg src=\"https://readme-typing-svg.demolab.com?font=Calibri\u0026size=28\u0026duration=2000\u0026pause=1000\u0026multiline=true\u0026width=600\u0026height=40\u0026lines=📲+How+to+reach+me+-+Social+Links+💻+\" alt=\"How to Reach Me\" /\u003e \u003c/h1\u003e\n\n[![Purushottam Anand's LinkedIn](https://img.shields.io/badge/-Linkedin-blue?style=flat-round\u0026logo=linkedin)](https://openinapp.co/linkedinpuru \"Purushottam Anand's LinkedIn Profile\")    \u003c!-- LinkedIn --\u003e\n[![Purushottam Anand's Twitter](https://img.shields.io/badge/-Twitter-white?style=flat-round\u0026logo=twitter)](https://openinapp.co/twitterpuru \"Purushottam Anand's Twitter Handle\")               \u003c!-- Twitter --\u003e\n[![Purushottam Anand's Facebook](https://img.shields.io/badge/-Facebook-white?style=flat-round\u0026logo=facebook)](https://openinapp.co/fbpuru \"Purushottam Anand's Facebook Profile\")             \u003c!-- Facebook --\u003e\n[![Purushottam Anand's Instagram](https://img.shields.io/badge/-Instagram-white?style=flat-round\u0026logo=instagram)](https://openinapp.co/instapuru \"Purushottam Anand's Instagram Profile\")            \u003c!-- Instagram --\u003e\n\n[![Purushottam Anand's Email](https://img.shields.io/badge/Gmail-use%20Desktop%20/%20Laptop%20to%20open%20Gmail-blue?style=social\u0026logo=gmail)](https://openinapp.co/gmailpuru \"Gmail - use Desktop / Laptop to open Gmail\")\n\n[![Purushottam Anand's GitHub](https://img.shields.io/badge/GitHub-❤️%20Sponsor%20me%20on%20GitHub-gr?style=for-the-badge\u0026logo=github)](https://openinapp.co/githubpuru \"Purushottam Anand's GitHub Page\")\n\u003cbr\u003e \u003c/br\u003e\n\n# 🚀 Let's learn and grow together!\n- 🤖 We believe that the future belongs to those who master these skills, and we're excited to be a part of your journey. \n- So what are you waiting for? Clone this repository and start exploring the world of Python, Data Science, Machine Learning, and Artificial Intelligence today!\n- 👨‍💻 Happy coding! 🎉\n\n### ❤️ Thank you for visiting my repository, and happy exploring 🤗\n\u003cbr\u003e \u003c/br\u003e\n\n# 📖 License\n### My [PWSKILLS-Projects repository](https://github.com/creativepuru/PWSKILLS-Projects) is licensed under the [Creative Commons Zero v1.0 Universal](https://github.com/creativepuru/PWSKILLS-Projects/blob/main/LICENSE.txt) License. \n- See [LICENSE](https://github.com/creativepuru/PWSKILLS-Projects/blob/main/LICENSE.txt) for more information.\n\n\u003cbr\u003e \u003c/br\u003e\n\n## 🤝 SUPPORT ME 👉🏻 [![BMC](https://img.shields.io/badge/Buy%20Me%20a%20Coffee%20☕-%23FFDD00.svg?\u0026style=for-the-badge\u0026logo=buy-me-a-coffee\u0026logoColor=black)](https://www.buymeacoffee.com/creativepuru)\n\n\u003cp align=\"right\"\u003e\n\u003ca href=\"#top\"\u003e\n\u003cimg src=\"https://img.shields.io/static/v1?label\u0026message=Back+to+Top\u0026color=red\u0026style=for-the-badge\u0026logo\" alt=\"Back to Top\" /\u003e \u003c/a\u003e \u003c/p\u003e\n\n\u003c/b\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcreativepurus%2Fpwskills-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcreativepurus%2Fpwskills-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcreativepurus%2Fpwskills-projects/lists"}