├── 1667228024233.jpg └── README.md /1667228024233.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/My-Medium-Articles-Friendly-Links/HEAD/1667228024233.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Youssef Hosni Medium Blog Friendly Links 2 | This repo contains friendly links for my [medium blogs](https://medium.com/@yousefhosni) so you can read them without restrictions. Also, you can find them categorized with the codes so you can read more about the topics you are interested in. 3 | 4 | ![alt_text](https://github.com/youssefHosni/Practical-Data-Science-Blog/blob/main/1667228024233.jpg) 5 | 6 | ## [Data Science Interview Questions & Answers](https://medium.com/@youssefraafat57/list/data-science-interview-questions-6789a80bdb14) 7 | 8 | |Article |Code| 9 | |-----|--------| 10 | |[Machine Learning Interview Questions & Answers for Data Scientists](https://youssefraafat57.medium.com/machine-learning-interview-questions-answers-7265e34d07cc?sk=8557ed22c8516d403062e344a1151bd7)|[:octocat:](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Machine%20Learning%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) | 11 | |[Deep Learning Interview Questions & Answers for Data Scientists](https://youssefraafat57.medium.com/deep-learning-interview-questions-answers-439163d3fc02?sk=d391396d49c7e2cac3048b1ab28760d4)|[:octocat:](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Deep%20Learning%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) | 12 | |[Probability Interview Questions & Answers for Data Scientists](https://youssefraafat57.medium.com/probability-interview-questions-answers-1ee38bd7375d?sk=ad3dd1e34af90dac5505747132b718d5)|[:octocat:](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Probability%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) | 13 | |[Statistics Interview Questions & Answers for Data Scientists](https://youssefraafat57.medium.com/statistics-interview-questions-answers-55e2bd13a96b?sk=9d0c46a495f9cac13d691b948e938449)|[:octocat:](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Statistics%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) | 14 | |[Python Interview Questions & Answers for Data Scientists](https://youssefraafat57.medium.com/python-interview-questions-answers-740444cd8897?sk=78d54b3cdfdbbedda9cc09429c71decc)|[:octocat:](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/Python%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) | 15 | |[SQL & Database Interview Questions & Answers for Data Scientists](https://youssefraafat57.medium.com/sql-database-interview-questions-answers-67a93a79a564?sk=f621899beae4eb9093942f3d1289ba6d) | [:octocat:](https://github.com/youssefHosni/Data-Science-Interview-Questions-Answers/blob/main/SQL%20%26%20DB%20Interview%20Questions%20%26%20Answers%20for%20Data%20Scientists.md) | 16 | |[Top Large Language Models (LLMs) Interview Questions & Answers](https://levelup.gitconnected.com/top-large-language-models-llms-interview-questions-answers-d7b83f94c4e?sk=ba9875db71eb42aa0c5fa717f2dd7bd0) | | 17 | 18 | ## LLM Applications ## 19 | 20 | |Article |Code| 21 | |-----|--------| 22 | |[Automating YouTube Script Writing with LangChain and Streamlit: A Step-by-Step Guide](https://levelup.gitconnected.com/automating-youtube-script-writing-with-langchain-and-streamlit-a-step-by-step-guide-9786ebaec6be?sk=f7f93f7cfbd3e59b8b079f444c2fd483)|[:octocat:](https://github.com/youssefHosni/Data-Science-End-to-End-Projects/tree/main/Youtube%20Script%20Writing%20Assistant%20Application%20Using%20LangChain%20%26%20Streamlit)| 23 | |[Building a PDF-Chat App using LangChain, OpenAI API & Streamlit](https://levelup.gitconnected.com/building-a-pdf-chat-app-using-langchain-openai-api-streamlit-3d95c27bda0?sk=82c044014cc61cd1eef25753778ff267)|[:octocat:](https://github.com/youssefHosni/Chat-with-Pdf?source=post_page-----3d95c27bda0--------------------------------)| 24 | |[5 Challenges Come with Building LLM-Based Applications](https://levelup.gitconnected.com/5-challenges-come-with-building-llm-based-applications-5fbf8bca1a66?sk=bf23ad172f6b6b32b545a440380b02a9)|| 25 | |[Vector Database: The Secret Behind Large Language Models Capabilities](https://levelup.gitconnected.com/vector-database-the-secret-behind-large-language-models-capabilities-7d4f6b714d16?sk=64c8c1b742d7a83523bb1781ee4ebf5e)|| 26 | 27 | ## Hands-On LangChain for LLMs App ## 28 | 29 | |Article |Code| 30 | |-----|--------| 31 | |[Hands-On LangChain for LLM Applications Development: Documents Loading](https://open.substack.com/pub/youssefh/p/hands-on-langchain-for-llm-applications?r=1sqbmi&utm_campaign=post&utm_medium=web) | [:octocat:]()| 32 | |[Hands-On LangChain for LLM Applications Development: Documents Splitting Part 1](https://open.substack.com/pub/youssefh/p/hands-on-langchain-for-llm-applications-2d6?r=1sqbmi&utm_campaign=post&utm_medium=web) | [:octocat:]()| 33 | |[Hands-On LangChain for LLM Applications Development: Documents Splitting Part 2](https://open.substack.com/pub/youssefh/p/hands-on-langchain-for-llm-applications-96e?r=1sqbmi&utm_campaign=post&utm_medium=web) | [:octocat:]()| 34 | |[Hands-On LangChain for LLM Applications Development: Vector Database & Text Embeddings](https://medium.com/towards-artificial-intelligence/hands-on-langchain-for-llm-applications-development-vector-database-text-embeddings-b8528d83546c?sk=addb2f94cd23891b5ae8708705fa88d9) | [:octocat:]()| 35 | |[Hands-On LangChain for LLM Applications Development: Information Retrieval](https://medium.com/towards-artificial-intelligence/hands-on-langchain-for-llm-applications-development-information-retrieval-764c3e4d2d44?sk=1496e356ba615f2a425401debb7d236a) | [:octocat:]()| 36 | |[Hands-On LangChain for LLMs App: Answering Questions From Documents](https://medium.com/gitconnected/hands-on-langchain-for-llms-app-answering-questions-from-documents-01f6741ec7d4?sk=7a1dcfae9fce5aea23313a9a3cf9f64c) | [:octocat:]()| 37 | |[Hands-On LangChain for LLMs App: Chat with Your Files](https://pub.towardsai.net/hands-on-langchain-for-llms-app-chat-with-your-files-d1636e33a97d?sk=1b0b1eeb8d6a35db563ecac4e9eb8628) | [:octocat:]()| 38 | 39 | 40 | 41 | 42 | ## [Stable Diffusion Crash Coruse](https://medium.com/@youssefraafat57/list/stable-diffusion-crash-coruse-d0146c8eeb4e) 43 | 44 | |Article |Code| 45 | |-----|--------| 46 | |[Getting Started With Stable Diffusion](https://pub.towardsai.net/getting-started-with-stable-diffusion-f343639e4931?sk=83d8907e785577ee6cf2696f7c3772b4)|[:octocat:](https://github.com/youssefHosni/Stable-Diffusion-Crash-Course/blob/main/Getting%20Started%20with%20Stable%20Diffusion.ipynb) | 47 | |[Stable Diffusion-Based Image Generation Web Application Using Fast API & React](https://medium.com/geekculture/stable-diffusion-based-image-generation-web-application-using-fast-api-react-d519078567bf?sk=6c1ef9063210eda30221be1cbe2dc84b) | [:octocat:](https://github.com/youssefHosni/Stable-Diffusion-Crash-Course/tree/main/Stable%20Diffusion%20Web%20Application) | 48 | 49 | 50 | ## Introduction to Generative AI ## 51 | |Article | 52 | |-----| 53 | |[Introduction to Generative AI: What It Is & Main Applications](https://medium.com/mlearning-ai/introduction-to-generative-ai-what-it-is-main-applications-9ddf9e9dc88f?sk=1c608870e625b87edd6820a42d55c7b5)| 54 | |[What Are Large Language Models?](https://pub.towardsai.net/what-are-large-language-models-2da95a3d7023?sk=a10b5d5808b3f25ed0ab06921043e8b3)| 55 | 56 | 57 | ## [Practical Computer Vision In Python](https://medium.com/@youssefraafat57/list/practical-computer-vision-series-7a696293c31c) 58 | 59 | |Article |Code| 60 | |-----|--------| 61 | |[Overview of Computer Vision Tasks & Applications](https://pub.towardsai.net/overview-of-the-computer-vision-tasks-applications-647f63e66e9f?sk=c91f0f20aa48a82fd710744258d82d3d)|[]() | 62 | |[Object Tracking with Particle Filters In Python](https://pub.towardsai.net/object-tracking-with-particle-filters-in-python-77a61bb4fd91?sk=a0be61dc1c3609cbc6d7515d306355f3) | [:octocat:](https://github.com/youssefHosni/Practical-Computer-Vision-In-Python/tree/main/Tracking%20Objects%20in%20Video%20with%20Particle%20Filters) | 63 | |[Overview of Object Detection Evaluation Metrics](https://pub.towardsai.net/overview-of-object-detection-evaluation-metrics-1bf9ec9edb14?sk=2542f48315fd13bbd41abbcfcb3b3f0e)|| 64 | 65 | 66 | 67 | ## [Practical Machine Learning Guide](https://medium.com/@youssefraafat57/list/practical-machine-learning-deep-learning-guide-5127d6688c63) 68 | 69 | |Article |Code| 70 | |-----|--------| 71 | |[End-to-End Machine Learning Workflow Part 1](https://medium.com/mlearning-ai/end-to-end-machine-learning-workflow-part-1-b5aa2e3d30e2?sk=2c0fa63e0cd3e09bc9329c1f20c63f1f)| | 72 | |[End-to-End Machine Learning Workflow Part 2](https://medium.com/mlearning-ai/end-to-end-machine-learning-workflow-part-2-e7b6d3fb1d53?sk=06cde2cb868ac46a1dd1e71064b76b05) | | 73 | |[How To Split Data Effectively for Your Data Science Project](https://pub.towardsai.net/how-to-split-the-data-effectively-for-your-data-science-project-a9cb6a387b70?sk=7036bbef95e24baeaa2f1a98afa33491)| [:octocat:](https://github.com/youssefHosni/Practical-Machine-Learning/blob/main/How%20To%20Split%20The%20Data%20Effectively%20for%20Your%20Data%20Science%20Project.ipynb) | 74 | |[Six Reasons Why Your Model Gives Bad Results](https://medium.com/mlearning-ai/six-reasons-why-your-model-give-bad-results-db2804f0da0e?sk=144ae1fe14011ae3a7eb5e8bc0d1f599) | | 75 | |[Brief Guide for Machine Learning Model Selection](https://medium.com/mlearning-ai/brief-guide-for-machine-learning-model-selection-a19a82f8bdcd?sk=f3fe7b646cfbc1b8818e6cd4a61814e5)| | 76 | |[Practical Guide to Support Vector Machine in Python](https://pub.towardsai.net/practical-guide-to-support-vector-machines-in-python-dc0e628d50bc?sk=3736c436ed9ec33011b453d852f53746) | [:octocat:](https://github.com/youssefHosni/Practical-Machine-Learning/blob/main/Practical%20Guide%20to%20Support%20Vector%20Machines%20in%20Python%20.ipynb) | 77 | |[Practical Guide to Boosting Algorithms In Machine Learning ](https://pub.towardsai.net/practical-guide-to-boosting-algorithms-in-machine-learning-61c023107e12?sk=4924d002b480475afec71c900ab3b469)| | 78 | |[Overview of Unsupervised Machine Learning Tasks & Applications](https://pub.towardsai.net/overview-of-unsupervised-machine-learning-tasks-applications-139db2239e2c?sk=26aa82893548ddc3c2916d4ee3c91d65) | | 79 | |[Practical Guide to Dimesnioality Reduction in Python](https://medium.com/mlearning-ai/practical-guide-to-dimesnioality-reduction-in-python-9da6c84ad8ee?sk=ba37d536c5b52d79d7df19064639d4a4) | [:octocat:](https://github.com/youssefHosni/Practical-Machine-Learning/blob/main/practical-guide-to-dimesnioality-reduction-in-pyth.ipynb) | 80 | |[Building Complex Models Using Keras Functional API ](https://pub.towardsai.net/building-complex-deep-learning-models-using-keras-functional-api-38090f4769a4) | [:octocat:](https://github.com/youssefHosni/Practical-Machine-Learning/blob/main/Building_Complex_Deep_Learning_Models_Using_Keras_Functional_API.ipynb) | 81 | |[A Quick Setup for Neural Networks Hyperparameters for Best Results](https://pub.towardsai.net/a-quick-setup-for-neural-networks-hyperparameters-for-best-results-3a5a446abb3a?sk=9c9f6bf03b6895dcd0112a34158a2785) | | 82 | |[Building A Recurrent Neural Network From Scratch In Python](https://pub.towardsai.net/building-a-recurrent-neural-network-from-scratch-in-python-3ad244b1054f?sk=3fcfd18bbb18fd280826c64b547f130e) | | 83 | |[Machine Learning Models Are No Longer A Black Box](https://medium.com/mlearning-ai/4-methods-to-unbox-the-machine-learning-models-black-box-8358a8bce3a6?sk=7c3f175a08a3f521b1cc77e9e9e429a3) | | 84 | |[Step-by-Step Guide on Deploying Yolo3 Model on Fast API](https://pub.towardsai.net/step-by-step-guide-on-deploying-yolo-model-on-fast-api-fcc6b60f5c26?sk=3ec77d08f4ff915cadcda7f0f474fc0b) | | 85 | |[Key Challenges of Machine Learning Model Deployment](https://pub.towardsai.net/key-challenges-of-machine-learning-model-deployment-c48768d0e7c8?sk=5823a710321aa7122af5454c4eb4073a) | | 86 | 87 | 88 | ## [Time Series In Python](https://youssefraafat57.medium.com/list/time-series-in-python-a152db6b5b2c) 89 | 90 | |Article |Code| 91 | |-----|--------| 92 | |[Manipulating Time Series Data In Python Pandas ](https://pub.towardsai.net/manipulating-time-series-data-in-python-49aed42685a0?sk=0ac080cfda46f8f4cc7c8074215454a0) | [:octocat:](https://github.com/youssefHosni/Time-Series-With-Python/tree/main/Time%20Series%20Manipulation) | 93 | |[Time Series Analysis in Python Pandas](https://pub.towardsai.net/time-series-data-analysis-in-python-1492ee4ca974?sk=2c007eb2446bb7fde226fc7ef94ca33c) | [:octocat:](https://github.com/youssefHosni/Time-Series-With-Python/tree/main/Time%20Series%20Analysis) | 94 | |[Visualizing Time Series Data in Python](https://pub.towardsai.net/time-series-data-visualization-in-python-2b1959726312?sk=c27b3e78f49cc89d9126b4095f3b6429) | [:octocat:](https://github.com/youssefHosni/Time-Series-With-Python/tree/main/Time%20Series%20Data%20Visualization) | 95 | |[Arima Models in Python Part 1](https://pub.towardsai.net/time-series-forecasting-with-arima-models-in-python-part-1-c2940a7dbc48?sk=2915b621d50d04c5783c735f3b09fadd) | [:octocat:](https://github.com/youssefHosni/Time-Series-With-Python/tree/main/Arima%20Models%20in%20Python) | 96 | |[Arima Models in Python 2](https://pub.towardsai.net/time-series-forecasting-with-arima-models-in-python-part-2-91a30d10efb0?sk=cea51b91fd727e84028145ec78b1b94d) | [:octocat:](https://github.com/youssefHosni/Time-Series-With-Python/tree/main/Arima%20Models%20in%20Python) | 97 | |[Machine Learning for Time Series Data Regression](https://pub.towardsai.net/machine-learning-for-time-series-data-in-python-regression-5e19fa2e7471?sk=ce7584000b36f174069b5c7e3afc0949) | [:octocat:](https://github.com/youssefHosni/Time-Series-With-Python/tree/main/Machine%20Learning%20For%20Time%20Series) | 98 | 99 | ## [Efficient Python for Data Scientists](https://youssefraafat57.medium.com/list/efficient-python-for-data-scientists-3bcc4cb04d13) 100 | 101 | |Article |Code| 102 | |-----|--------| 103 | |[How To Write Python Clean Code](https://levelup.gitconnected.com/learn-how-to-write-python-clean-code-using-these-3-principles-ed046978e39a) | | 104 | |[Write Efficient Python Code: Defining & Measuring Code Efficiency](https://medium.com/geekculture/write-efficient-python-code-defining-measuring-code-efficiency-e33a5bd9f7ca?sk=39ca91a495d591e785427aa870081c68) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/Write%20Efficient%20Python%20Code%20%5BDefining%20and%20Measuring%20Code%20Efficiency%5D.ipynb) | 105 | |[Write Efficient Python Code: Optimizing Your Code](https://levelup.gitconnected.com/write-efficient-python-code-for-data-scientists-optimizing-your-code-2dbb717f610e) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/Write_Efficient_Python_Code_(Optimizing_Your%C2%A0Code).ipynb) | 106 | |[How To Eliminate Loops From Your Python Code](https://levelup.gitconnected.com/how-to-eliminate-loops-from-your-python-code-6dfb7c3578fa?sk=c7fc6bb617dd2e07dd20410ad7ff96e9) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/How%20To%20Eliminate%20Loops%20From%20Your%20Python%20Code.ipynb) | 107 | |[Best Practices To Use Pandas Efficiently As A Data Scientist](https://levelup.gitconnected.com/best-practices-to-use-pandas-efficiently-as-a-data-scientist-9198b3e7bb6d?sk=88e07bfb5fba1b3a208a1e7e01a5981c) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/Best_Practices_To_Use_Pandas_Efficiently_As_A_Data_Scientist.ipynb) | 108 | |[Stop Looping Through Pandas DataFrames & Do This Instead](https://levelup.gitconnected.com/stop-looping-through-pandas-dataframes-do-this-instead-ddcb6009cbc1?sk=a81ea280c77aeb28afdbdacbef380c43) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/Stop_Looping_Through_Pandas_DataFrames_%26_Do_This%C2%A0Instead.ipynb) | 109 | |[Selecting & Replacing Values In Pandas DataFrame Effectively](https://levelup.gitconnected.com/selecting-replacing-values-in-pandas-dataframe-effectively-69c5cee9f526?sk=1abbd5bff836d0ddb445fd5c8bf6ea74) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/Selecting_%26_Replacing_Values_In_Pandas_DataFrame_Effectively.ipynb) | 110 | |[How To Use .groupby() Effectively For Data Transformation As A Data Scientist](https://levelup.gitconnected.com/how-to-use-groupby-effectively-as-a-data-scientist-9e1d931e1619?sk=569f074940cf15c63837bd2dae0b714b) | [:octocat:]() | 111 | |[20 Pandas Functions for 80% of your Data Science Tasks](https://levelup.gitconnected.com/20-pandas-functions-for-80-of-your-data-science-tasks-b610c8bfe63c?sk=3f73cdb37d52db86caaa0e7d52852c64) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/20_Pandas_Functions_for_80_of_your_Data_Science%C2%A0Tasks.ipynb) | 112 | |[Data Exploration Becomes Easier & Better With Pandas Profiling](https://levelup.gitconnected.com/data-exploration-becomes-easier-better-with-pandas-profiling-2d527a612bef?sk=e052c35b0a34de49b18a28526513f754) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/Data%20Exploration%20Becomes%20Easier%20%26%20Better%20With%20Pandas%20Profiling.md) | 113 | |[Make Your Pandas Code 1000 Times Faster With This Trick](https://levelup.gitconnected.com/make-your-pandas-code-1000-times-faster-with-this-trick-5b3a1438598a?sk=8d2d6cd70914e6e509ae6f6ab0791212) | [:octocat:](https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists/blob/main/Make_Your_Pandas_Code_1000_Times_Faster_With_This%C2%A0Trick.ipynb) | 114 | 115 | ## [Machine Learning Research](https://youssefraafat57.medium.com/list/machine-learning-research-94cc992c93a6) 116 | |Article 117 | |-----| 118 | |[March 2023’s Breakthroughs in Computer Vision: A Selection of Top Papers](https://youssefraafat57.medium.com/march-2023s-breakthroughs-in-computer-vision-a-selection-of-top-papers-fccb42c26d3a?sk=dccafb2bf6729012a101e017957fa78b)| 119 | |[How to Read Machine Learning Papers Effectively](https://pub.towardsai.net/how-to-read-machine-learning-papers-effectively-9c2df7906516?sk=fac7196610ac7e09013be927ed7bf7c6)| 120 | |[What Does It Mean To Be a Ph.D Student?](https://medium.com/geekculture/what-does-it-mean-to-be-a-phd-student-668423add24b?sk=81dd5cd6609414c74c8273cbac0d6984)| 121 | 122 | 123 | ## [Book Recommendations for Data Scientists ]() 124 | |Article 125 | |-----| 126 | |[Data Science Roadmap through Books](https://medium.com/geekculture/unlock-your-data-science-potential-a-comprehensive-roadmap-to-mastery-through-books-9cb3bcad36d2?sk=f908138c80e615dfb1f077fb76d5ecc2)| 127 | |[Top 12 Business for Data Science Books for Data Scientists](https://lnkd.in/dwuB2T4V)| 128 | |[5 Top Data Cleaning and Feature Engineering Books For Data Scientists](https://lnkd.in/dbmFsvyk)| 129 | |[5 Best Books To Learn Statistics And Probability For Data Scientists](https://lnkd.in/dAQ_6EpZ)| 130 | |[The Best Book To Build A Strong Machine Learning Foundation](https://lnkd.in/deKmTGE4)| 131 | |[5 Best Books to Learn Machine Learning For Data Scientists](https://lnkd.in/dRgsCPUb)| 132 | |[3 Books To Build A Strong Deep Learning Foundation](https://lnkd.in/decAunJ4)| 133 | |[5 Top Practical Computer Vision Books](https://lnkd.in/dtJka8dq)| 134 | |[Top 10 Theoretical & Practical Computer Vision Books](https://lnkd.in/dFQGD4dT)| 135 | |[10 Top MlOps Books for Data Scientists](https://lnkd.in/dE5GYU-x)| 136 | |[Top 12 Practical Data Science Books](https://lnkd.in/dci6g57W)| 137 | 138 | 139 | ## [Data Science Skill-Based Courses]() 140 | |Article | 141 | |-----| 142 | |[5 Short Courses to Advance Your SQL Skills](https://medium.com/mlearning-ai/5-short-courses-to-boost-your-data-science-skills-part-5-8b4ca987417f?sk=32d672b1e4155bf1be3b8b36032d8d08)| 143 | |[Five Courses to Master Data Cleaning & Feature Engineering](https://medium.com/geekculture/five-courses-to-master-data-cleaning-feature-engineering-b3ac8f86800a?sk=09935097209cead86c3cab1c78770d09) | 144 | |[5 Short Courses to Advance Your Pandas Skills](https://medium.com/mlearning-ai/5-short-courses-to-boost-your-data-science-skills-part-4-86e1fb916767?sk=76b29d3caca41d4490084a9cacac1e0d) | 145 | |[5 Short Courses Master Deploying Models Into Production](https://medium.com/mlearning-ai/5-short-courses-to-boost-your-data-science-skills-part-7-436ab0cad5?sk=f770e8ed6baa4c4a58bbef7c8abda3e0) | 146 | |[5 Short Courses to Learn Scripting For Data Science](https://medium.com/mlearning-ai/5-short-courses-to-boost-your-data-science-skills-part-3-8dca8c7d5de8?sk=bd04821d01afbcb030e36d41d9f03ba2) | 147 | |[5 Short Courses to Learn Software Engineering Skills for Data Scientists](https://medium.com/mlearning-ai/5-short-courses-to-boost-your-data-science-skills-part-2-6e54cd4645ca?sk=57a729274a8f894a7fbe6ad82dd46e90) | 148 | |[5 Short Courses to Learn Data Ethics & Literacy](https://medium.com/mlearning-ai/5-short-courses-to-boost-your-data-science-skills-part-6-f699cbd01f16?sk=f2a806bd14337e7b71409347b4a634b0) | 149 | |[5 Short Practical Data Science Courses](https://medium.com/mlearning-ai/5-short-courses-to-boost-your-data-science-skills-part-1-2f2c4fe2e17a?sk=31b6da7f0721b1a79d3a8f10f472abab) | 150 | 151 | ## [Data Science Educational Resoruces]() 152 | |Article | 153 | |-----| 154 | |[Top 10 Large Language Models GitHub Repository](https://levelup.gitconnected.com/top-10-large-language-models-github-repository-50ec95b5a7af?sk=68aac6bcbd2a8e8ea3f7933c6fc3ef1b)| 155 | |[Top Data Analysis YouTube Channel In 2023](https://levelup.gitconnected.com/top-data-analysis-youtube-channel-in-2023-55a33affe631?sk=c468f6444c1f66a50ce3b2aa17619f35)| 156 | |[Top 12 Computer Vision GitHub Repositories](https://pub.towardsai.net/top-12-computer-vision-github-repositories-320464cf3e13?sk=ab2f18a7462e1f87b99375d36f3bddc5)| 157 | |[Top 10 GitHub Repository to Learn Data Science](https://levelup.gitconnected.com/top-10-github-repository-to-learn-data-science-892935bcebdb?sk=0b0ec3841fc4a8a71644f4639188326e)| 158 | |[Ten Free Online Courses for Ph.D. Students & Researchers](https://pub.towardsai.net/ten-free-online-courses-for-ph-d-students-researchers-161d8e5b18c6?sk=1fddc43b183f4361ad09868a6c264595)| 159 | |[Top Resources to Learn & Understand RLHF](https://levelup.gitconnected.com/top-resources-to-learn-understand-rlhf-69f7984f1e58?sk=79d44cc8a12394a958545096643bc583)| 160 | |[Top 40 Twitter Accounts For The Latest In Machine Learning Research](https://levelup.gitconnected.com/top-40-twitter-accounts-for-the-latest-in-machine-learning-research-19bb9a9d9f7?sk=7a60faa01f4ee9737c08bfd0bc0f88d1)| 161 | |[The Ultimate Collection of MLOps GitHub Repositories](https://levelup.gitconnected.com/the-ultimate-collection-of-mlops-github-repositories-836a72c8b7d3?sk=82e48b61f86664299c41dd7983058500)| 162 | 163 | 164 | ## [Data Science Interview Preparation]() 165 | 166 | #### Data Science Hiring Process #### 167 | 168 | |Article | 169 | |-----| 170 | |[Overview of data science hiring process](https://medium.com/geekculture/overview-of-the-data-science-hiring-process-454230b434ff?sk=fec5823ad78a4af2b7a06a787b4ac60d) | 171 | |[3 Resources to Get & Pass Your First Data Science Interview](https://medium.com/geekculture/3-resources-to-get-pass-your-first-data-science-interview-6c81045bfe60?sk=6fc787b3e59c7a6adbf6740c1bf31bd2) | 172 | 173 | #### Writing Standing Out Resume #### 174 | |Article | 175 | |-----| 176 | | [How to Build a Data Science Resume That Gets You Interviews?](https://medium.com/geekculture/how-to-build-a-standing-out-resume-that-gets-you-data-science-interviews-a6f2972f4d92?sk=509be71fda26e025bd7f1b97b000011f)| 177 | | [Crafting the Perfect Data Science Resume: 10 Common Mistakes to Steer Clear of](https://medium.com/geekculture/crafting-the-perfect-data-science-resume-10-common-mistakes-to-steer-clear-of-9c85cc0fe562?sk=0931c73cff1a4836566a0a0b2c60d7f7)| 178 | | [How I Got 15 More Data Science Interviews in One Month?](https://medium.com/geekculture/i-got-15-more-data-science-interviews-with-these-5-tips-87ed03fdcfc7?sk=58484d64c38ee391c3586319b751aa9a)| 179 | 180 | #### How to Build Standing Out Porotflio #### 181 | |Article | 182 | |-----| 183 | | [The Importance of Having a Portfolio As a Data Scientist](https://pub.towardsai.net/the-importance-of-having-a-portfolio-as-a-data-scientist-94c0ef53be5e?sk=1c52a6cef0061c126db498cd3a6ec9f6)| 184 | | [Want to Stand Out in Data Science? Don’t Make These Portfolio Mistakes!](https://pub.towardsai.net/want-to-stand-out-in-data-science-dont-make-these-portfolio-mistakes-f568b5174842?sk=a837f7b0626a9ca2f664f60077f7fc7b)| 185 | | [How To Build A Data Science Portfolio That Will Land You A Job?](https://pub.towardsai.net/how-to-build-a-data-science-portfolio-that-will-land-you-a-job-b2120d8f2dc5?sk=96f0409a6ca33674b79933ea651fe16c)| 186 | | [Hiring Manager Tips To Land Your First Data Science Job](https://medium.com/geekculture/hiring-manager-tips-to-land-your-first-data-science-job-506dbe1b0f78?sk=00fe520939fe4d841b80135defdf8738)| 187 | | [Guided Projects: The Ultimate Way to Learn Data Science](https://medium.com/mlearning-ai/guided-projects-the-ultimate-way-to-learn-data-science-4478f3365045?sk=a52c778862cee81befa82e03722e5084)| 188 | | [10 End-to-End Guided Data Science Projects to Build Your Portfolio](https://pub.towardsai.net/10-end-to-end-guided-data-science-projects-to-build-your-portfolio-b7b9047fe6c9?sk=57b9ac02177d606a51cc22f43a817f5b)| 189 | | [Master Computer Vision and Boost Your Portfolio with These 10 End-to-End Projects](https://medium.com/geekculture/master-computer-vision-and-boost-your-portfolio-with-these-10-end-to-end-projects-537fcd20db7c?sk=75d35d8c0554b4ba010814d65fa16e59)| 190 | | [Build Impressive Data Science Projects: 10 Websites with Open Datasets to Build Your Portfolio](https://pub.towardsai.net/build-impressive-data-science-projects-10-websites-with-open-datasets-to-build-your-portfolio-af0ff55b4d1a?sk=beb30e6ab3fb2976e7184831404a31fe)| 191 | 192 | #### Getting Internal Referal #### 193 | |Article | 194 | |-----| 195 | | [Three Methods To Get Internal Referrals For Data Science Positions](https://medium.com/geekculture/three-graduated-methods-to-get-internal-referrals-for-data-science-positions-901a9c940ea3?sk=871542454d9ba4e9f4f6d61bca5eb77f)| 196 | 197 | #### Behavioral Interview Preparation #### 198 | |Article | 199 | |-----| 200 | | [Cracking the Data Science Behavioral Interview [Full Guide]](https://medium.com/geekculture/cracking-the-data-science-behavioral-interview-full-guide-6d3e6e5727ca?sk=1468955888d003dd71a145e26409f365)| 201 | | [What To Expect In A Data Science Behavioral Interview](https://medium.com/geekculture/what-to-expect-in-a-data-science-behavioral-interview-b08ea422664b?sk=7ab6fc07abd14e2c2229ae1a1bcd2132)| 202 | | [How To Introduce Yourself In A Data Science Behavioral Interview](https://medium.com/geekculture/how-to-introduce-yourself-in-a-data-science-behavioral-interview-39c9b88f8aae?sk=0207cef1dca1932fa7f2f7b19b100798)| 203 | | [How To Present Past Projects In A Data Science Behavioral Interview](https://medium.com/geekculture/how-to-present-past-projects-in-a-data-science-behavioral-interview-6c783a299ae6?sk=550f8f3284df6e7a241503eb58d72ab3)| 204 | | [What To Ask At The End of A Data Science Behavioral Interview?](https://medium.com/geekculture/what-to-ask-at-the-end-of-a-data-science-behavioral-interview-4bfe84e8b0f7?sk=07eb3e0da56b9d41cccb256c75bd7a43)| 205 | | [Avoid These 3 Mistakes In Data Science Behavioral Interviews](https://medium.com/geekculture/avoid-these-3-mistakes-in-data-science-behavioral-interviews-bd7df699d8eb?sk=5db1167baef4ef7d969077500eaf2d71)| 206 | | [Top 50+ Behavioral Data Science Interview Questions](https://medium.com/geekculture/top-50-behavioral-data-science-interview-questions-a038787ec7bf?sk=9c3f5aff6ec2312b8da0651cf90e6920)| 207 | |[You should Review These Topics Before Data Science Technical Interview](https://medium.com/geekculture/you-should-review-these-topics-before-data-science-technical-interview-fed456b60aea)| 208 | 209 | #### Technical Interview Preparation #### 210 | |Article | 211 | |-----| 212 | |[You should Review These Topics Before Data Science Technical Interview](https://medium.com/geekculture/you-should-review-these-topics-before-data-science-technical-interview-fed456b60aea)| 213 | 214 | #### Machine Learning Technical Interview #### 215 | |Article | 216 | |-----| 217 | |[Crack the Machine Learning Coding Questions](https://medium.com/geekculture/crack-the-machine-learning-coding-questions-ac8ecc2af90f?sk=581daa1b5f145f524812c8e586b8763b)| 218 | |[Types of Machine Learning Questions In A Data Science Interview & How To Prepare for Them](https://medium.com/geekculture/types-of-machine-learning-questions-in-a-data-science-interview-how-to-prepare-for-them-1bc815c9421?sk=e4a4c49105668ee56f47c86f6fde1437)| 219 | 220 | #### SQL Coding Interview #### 221 | |Article | 222 | |-----| 223 | |[13 SQL Statements for 90% of Your Data Science Tasks](https://levelup.gitconnected.com/13-sql-statements-for-90-of-your-data-science-tasks-27902996dc2b?sk=8955868e62f09f1510d5e09f22dcd506)| 224 | |[Ace the SQL Questions in Data Science & Analysis Technical Interview](https://medium.com/geekculture/ace-the-sql-questions-in-data-science-analysis-technical-interview-3bed41cc827c?sk=df19403c344d65ad1c62ff929b9170c2)| 225 | |[Unlocking the Power of SQL: How to Ace Top N Problem Questions in Interviews](https://medium.com/geekculture/unlocking-the-power-of-sql-how-to-ace-top-n-problem-questions-in-interviews-cf525901228a?sk=2c5e9481903e0c6aff8f78cfc2c8d2af)| 226 | |[How To Ace the SQL Ratio Problems In Data Science Interviews](https://medium.com/geekculture/how-to-ace-the-sql-ratio-problems-in-data-science-interviews-c95395acf038?sk=b6356e4b98cd8504952f404752d11ea4)| 227 | |[6 Free Resources For SQL Interview Preparation](https://medium.com/geekculture/6-free-resources-for-sql-interview-preparation-b184195b28fb?sk=4cc8bf913607ca699ef0872ca1f38558)| 228 | 229 | 230 | ## [Learn from Top Universities](https://youssefraafat57.medium.com/list/learn-from-top-universties-d00c3dfd1085) 231 | 232 | |Article | 233 | |-----| 234 | |[Build Strong Deep Learning Foundations By Learning From Top Universities](https://pub.towardsai.net/build-strong-deep-learning-foundations-by-learning-from-top-universities-a7f8680a98da?sk=221e2caafa6c9493c95859af30d25c03)| 235 | |[Learn Reinforcement Learning from Top Universities](https://pub.towardsai.net/learn-reinforcement-learning-from-top-universities-54f4fb1eab57?sk=66dd6ad02a49de4ef493c6a5519fe5ec)| 236 | |[6 Top University Courses to Learn Mathematics for Machine Learning & Data Science](https://medium.com/geekculture/6-top-university-courses-to-learn-mathematics-for-machine-learning-data-science-869fbd43f7e?sk=ed4f2afd89766644ae16a66953f948da)| 237 | |[Learn Computer Vision From Top Universities](https://medium.com/mlearning-ai/learn-computer-vision-from-top-universities-bb6019be74d2?sk=81c21fb4024bb933e01c24b000660dc0)| 238 | |[Learn AI from Top Universities Through these 10 Courses](https://pub.towardsai.net/learn-ai-from-top-universities-through-these-10-courses-13e7a8d3957b?sk=5049a7e5344b2281fb115001fa632f1c)| 239 | 240 | 241 | ## [Data Science Roadmaps](https://medium.com/@youssefraafat57/list/roadmaps-12683cf0eac2) 242 | |Article | 243 | |-----| 244 | |[Kickstart Your Data Science Career with this Comprehensive and Easy-to-Follow Roadmap](https://pub.towardsai.net/simple-but-effective-free-roadmap-to-start-a-career-in-data-science-ai-in-2023-9d17c76a184b?sk=65e910a94a98f5405c67f34495726e7d)| 245 | |[Ultimate Free Python For Data Science Roadmap In 2023](https://levelup.gitconnected.com/ultimate-free-python-for-data-science-roadmap-in-2023-728daa9581de?sk=cb99b0bae60f34d4d3a6160053fae087)| 246 | |[Software Engineering Roadmap For Data Scientists](https://levelup.gitconnected.com/software-engineering-roadmap-for-data-scientists-1b0fd154de51?sk=d4e9dbb2ad9949a5f7d4bfac558ce2ef) | 247 | |[SQL Mastery for Data Scientists: A Comprehensive Guide from Novice to Advanced](https://levelup.gitconnected.com/sql-mastery-for-data-scientists-a-comprehensive-guide-from-novice-to-advanced-3b9305b03210?sk=4569f6e829186ba31ce80b072f20f224) | 248 | |[Ultimate MLOps Learning Roadmap with Free Learning Resources In 2023](https://pub.towardsai.net/ultimate-mlops-learning-roadmap-with-free-learning-resources-in-2023-3ba7664cb1e9?sk=d22f3f812c6fbffa878ea5cd6bc3990b) | 249 | |[From Novice to Expert: A Comprehensive Step-by-Step Study Plan for Mastering LLMs](https://pub.towardsai.net/from-novice-to-expert-a-comprehensive-step-by-step-study-plan-for-mastering-llms-dc9feb60ecc4?sk=26b9ecdd113ce144fe9596eddedfa2c1)| 250 | |[Navigating the World of Computer Vision: A Step-by-Step Roadmap](https://levelup.gitconnected.com/a-comprehensive-computer-vision-free-study-roadmap-for-2023-3e95a6d656e7?sk=f10f9e99b5efb90a48bdc69573e581e2)| 251 | |[Comprehensive Data Analytics Roadmap for 2023 With Free Resources](https://levelup.gitconnected.com/comprehensive-data-analytics-roadmap-for-2023-with-free-resources-adfefc0d0d7f?sk=aa7002668042fdde255f1858ecbd7669)| 252 | 253 | 254 | 255 | ## [Software Engineering for Data Scientists]() 256 | |Article | 257 | |-----| 258 | |[Unlocking the Power of Containerization: Why Data Scientists Need to Learn Dockers and Kubernetes?](https://levelup.gitconnected.com/unlocking-the-power-of-containerization-why-data-scientists-need-to-learn-dockers-and-kubernetes-b112456c62fc?sk=ba4af837ac3197713195131e1583697a) | 259 | |[Software Engineering Skills Data Scientists Should Know](https://levelup.gitconnected.com/software-engineering-skills-data-scientists-should-know-710278670326?sk=1785e7f248b36193b47e2ce0d91f6784) | 260 | |[Docker for Data Science Projects: A Beginner-Friendly Introduction](https://levelup.gitconnected.com/docker-for-data-science-projects-a-beginner-friendly-introduction-58e523ebbacb?sk=abcba8cacc763e91f33c575e785aa2f4) | 261 | |[Industry-Wide Best Practices For Using Docker for Data Science](https://levelup.gitconnected.com/industry-wide-best-practices-for-using-docker-for-data-science-beec81137b00?sk=8db1508ee9a1d64ce5b4cb0cdd810ad1) | 262 | |[10 Docker Commands for 90% of Conteraization Tasks](https://levelup.gitconnected.com/mastering-docker-10-essential-commands-for-effective-container-management-65442ef64ad3?sk=09606bfac3a410d89c72ff4a45382cd7) | 263 | |[Unlocking the Power of Containerization: Why Data Scientists Need to Learn Dockers and Kubernetes?](https://levelup.gitconnected.com/unlocking-the-power-of-containerization-why-data-scientists-need-to-learn-dockers-and-kubernetes-b112456c62fc?sk=ba4af837ac3197713195131e1583697a)| 264 | 265 | ## [Data Science & AI Open Positions]() 266 | |Article | 267 | |-----| 268 | |[Open Positions in AI For the Week 10/10 to 16/10](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-10-10-to-16-10-25014d800c8a?sk=74c3e3179d7af00d2e143672e2218d39) | 269 | |[Open Positions in AI For the Week 3/10 to 9/10](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-3-10-to-9-10-ded1255c6de8?sk=a5e3d8423edb1f0f519ea7c08c252ff0) | 270 | |[Open Positions in AI For the Week 26/9 to 2/10](https://medium.com/mlearning-ai/open-positions-in-ai-for-the-week-26-9-to-2-10-375af2a6e909?sk=3869d391ac238f0f7b997a3c2c91f377) | 271 | |[Open Positions in AI For the Week 19/9 to 25/9](https://medium.com/mlearning-ai/open-positions-in-ai-for-the-week-13-9-to-25-9-2cd7f134aeb7?sk=85af5aabf010b97b9f2db53400ae44b8) | 272 | |[Open Positions in AI For the Week 19/9 to 25/9](https://medium.com/mlearning-ai/open-positions-in-ai-for-the-week-13-9-to-25-9-2cd7f134aeb7?sk=85af5aabf010b97b9f2db53400ae44b8) | 273 | |[Open Positions in AI For The Week 12/9 to 18/9](https://medium.com/mlearning-ai/open-positions-in-ai-for-the-week-12-9-to-18-9-e5ae6a855bb1?sk=9a589370c6d4f50ef39fe8df6ad93e30) | 274 | |[Open Positions in AI For The Week 8/8 to 14/8](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-8-8-to-14-8-9b408738ffb6?sk=0cc52cea1af904d0009f5bc862031961) | 275 | |[Open Positions in AI For The Week 1/8 to 7/8](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-1-8-to-7-8-34915b87303a?sk=ade7eaf2dcea4028a802c5fc0c140c45)| 276 | |[Open Positions in AI For The Week 25/7 to 31/7](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-25-7-to-31-7-67d63556e995?sk=908f42911efe68c89ccb14e2704c25d0)| 277 | |[Open Positions in AI For The Week 11/7 to 17/7](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-11-7-to-17-7-7f441157a698?sk=3d1c320415c19229d119cc7554eb8ec9)| 278 | |[Open Positions in AI For The Week 4/7 to 10/7](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-4-7-to-10-7-4baf6811f7b4?sk=eed8796f5b3bdf83c89c55252c738cfa)| 279 | |[Open Positions in AI For The Week 27/6 to 3/7](https://youssefraafat57.medium.com/open-positions-in-ai-for-the-week-27-6-to-3-7-ba417f898bb9?sk=cf0c8d35a5259c431e68d30a63a5cfff)| 280 | 281 | ## [Technical Writing Tips]() 282 | |Article | 283 | |-----| 284 | |[After 4 Months with ChatGPT: Tips and Tricks for Maximizing Your Writing Results on Medium](https://medium.com/geekculture/after-4-months-with-chatgpt-tips-and-tricks-for-maximizing-your-writing-results-on-medium-9930f6c21f09?sk=38280acaed400e8742fe0d1b078d3c7f) | 285 | |[10 Websites Will Pay 300 $ for Your Technical Blog](https://medium.com/geekculture/10-websites-will-pay-300-for-your-technical-blog-646a50342460?sk=ac5357cdfbb4f33baa902a1605f69933) | 286 | |[The Writing Strategy that Made Me 1200 $ on Medium in January 2023 Writing about Data Science](https://medium.com/illumination/the-writing-strategy-that-made-me-1200-on-medium-in-january-2023-writing-about-data-science-7a3f2a932823?sk=faca615b85d401c57ffb9aadf46c99af) | 287 | |[10 Books To Become a Great Writer and Storyteller](https://medium.com/illumination/10-books-to-become-a-great-writer-and-storyteller-77edd48e5cbc?sk=581002b46dccbf4fd1205cf75d0fad92)| 288 | |[How Much Medium Paid Me For 34,000 Views And 6500 Reads](https://medium.com/illumination/how-much-medium-paid-me-for-34-000-views-and-6500-reads-3b2a04de03b0?sk=f85c5168f30a579db3e72b01b4bca8e8)| 289 | |[13 Top Tools To Write More With Higher Quality](https://medium.com/swlh/13-tools-to-write-more-with-higher-quality-a87a913c57ec?sk=e68aec800f5f410c96ef33440e702c5b)| 290 | |[8 Websites Will Pay 50$ to 1000$ For Your Data Science Blog](https://medium.com/geekculture/8-websites-will-pay-50-to-1000-for-your-data-science-blog-f094d0616555?sk=df49715e8b772c1f4c3e24755499097e)| 291 | |[How Do I Use Technical Blogging to Grow on Seven Data Science Platforms?](https://levelup.gitconnected.com/how-do-i-use-technical-blogging-to-grow-on-seven-data-science-platforms-bf771a6b3897?sk=e978bb7a506463ddb681829c9d4805d2)| 292 | 293 | 294 | 295 | ## [Self Development]() 296 | |Article | 297 | |-----| 298 | |[5 Essential Personal Skills for Building A Successful Data Science & AI Career](https://medium.com/geekculture/5-essential-personal-skills-for-building-a-successful-data-science-ai-career-e2fafa1b27af?sk=10cbbb18a2c999cb35fffc2e4614aba6) | 299 | |[5 Tips To Avoid Imposter Syndrome in Your AI & Data Science Career](https://medium.com/geekculture/5-tips-to-avoid-imposter-syndrome-in-your-ai-data-science-career-d091c4a674e7?sk=d53ebe570e608740de9bbf48810ad073) | 300 | |[Data Science 101: The Top 5 Mistakes to Avoid for a Successful Career Path](https://medium.com/geekculture/data-science-101-the-top-5-mistakes-to-avoid-for-a-successful-career-path-9cd1d5184461?sk=2b6875ca9c60b9c04ce5a9e905287d68) | 301 | |[5 Reasons I Love & Enjoy Working As A Data Scientist](https://medium.com/geekculture/5-reasons-i-love-enjoy-working-as-a-data-scientist-eadab776714e?sk=461cd589e3916b52e00b560ebe8c6f4f) | 302 | |[5 Non-Technical Books You Should Read As A Tech Worker](https://medium.com/geekculture/5-self-help-books-you-should-read-as-a-tech-worker-402a7201fbf0?sk=84cc20f63e064b6f349ec6896e3f4e32)| 303 | |[7 Hacks to Stay Productive In Today’s Distracted World](https://youssefraafat57.medium.com/7-hacks-to-stay-productive-in-todays-distracted-world-19d42ef0c381?sk=25fb3c83e2065062094828d547181ea1)| 304 | |[6 Ways You Can Make Money While Learning Data Science](https://medium.com/geekculture/6-ways-you-can-make-money-while-learning-data-science-9933f9f5bcf1?sk=af4841595e01aaca5dd496db4140046b)| 305 | --------------------------------------------------------------------------------