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https://github.com/youssefhosni/my-medium-articles-friendly-links

Friendly link to all of my medium articles
https://github.com/youssefhosni/my-medium-articles-friendly-links
data-science deep-learning machine-learning python
Last synced: 5 days ago
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Friendly link to all of my medium articles
Host: GitHub
URL: https://github.com/youssefhosni/my-medium-articles-friendly-links
Owner: youssefHosni
Created: 2022-11-04T05:56:32.000Z (about 2 years ago)
Default Branch: main
Last Pushed: 2024-03-06T16:12:42.000Z (10 months ago)
Last Synced: 2024-12-18T23:07:23.918Z (13 days ago)
Topics: data-science, deep-learning, machine-learning, python
Homepage: https://medium.com/@yousefhosni
Size: 370 KB
Stars: 171
Watchers: 7
Forks: 33
Open Issues: 0
Metadata Files:
- Readme: README.md
Awesome Lists containing this project

README

        # Youssef Hosni Medium Blog Friendly Links

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.

![alt_text](https://github.com/youssefHosni/Practical-Data-Science-Blog/blob/main/1667228024233.jpg)

## [Data Science Interview Questions & Answers](https://medium.com/@youssefraafat57/list/data-science-interview-questions-6789a80bdb14)

|Article |Code|

|-----|--------|

|[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)       |

|[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)       |

|[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)       |

|[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)       |

|[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)       |

|[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)    |

|[Top Large Language Models (LLMs) Interview Questions & Answers](https://levelup.gitconnected.com/top-large-language-models-llms-interview-questions-answers-d7b83f94c4e?sk=ba9875db71eb42aa0c5fa717f2dd7bd0) |  |

## LLM Applications ##

|Article |Code|

|-----|--------|

|[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)|

|[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--------------------------------)|

|[5 Challenges Come with Building LLM-Based Applications](https://levelup.gitconnected.com/5-challenges-come-with-building-llm-based-applications-5fbf8bca1a66?sk=bf23ad172f6b6b32b545a440380b02a9)||

|[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)||

## Hands-On LangChain for LLMs App ##

|Article |Code|

|-----|--------|

|[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:]()|

|[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:]()|

|[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:]()|

|[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:]()|

|[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:]()|

|[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:]()|

|[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:]()|

## [Stable Diffusion Crash Coruse](https://medium.com/@youssefraafat57/list/stable-diffusion-crash-coruse-d0146c8eeb4e)

|Article |Code|

|-----|--------|

|[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)       |

|[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)  |

## Introduction to Generative AI ##

|Article |

|-----|

|[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)|

|[What Are Large Language Models?](https://pub.towardsai.net/what-are-large-language-models-2da95a3d7023?sk=a10b5d5808b3f25ed0ab06921043e8b3)|

## [Practical Computer Vision In Python](https://medium.com/@youssefraafat57/list/practical-computer-vision-series-7a696293c31c)

|Article |Code|

|-----|--------|

|[Overview of Computer Vision Tasks & Applications](https://pub.towardsai.net/overview-of-the-computer-vision-tasks-applications-647f63e66e9f?sk=c91f0f20aa48a82fd710744258d82d3d)|[]()       |

|[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)    |

|[Overview of Object Detection Evaluation Metrics](https://pub.towardsai.net/overview-of-object-detection-evaluation-metrics-1bf9ec9edb14?sk=2542f48315fd13bbd41abbcfcb3b3f0e)||

## [Practical Machine Learning Guide](https://medium.com/@youssefraafat57/list/practical-machine-learning-deep-learning-guide-5127d6688c63)

|Article |Code|

|-----|--------|

|[End-to-End Machine Learning Workflow Part 1](https://medium.com/mlearning-ai/end-to-end-machine-learning-workflow-part-1-b5aa2e3d30e2?sk=2c0fa63e0cd3e09bc9329c1f20c63f1f)|    |

|[End-to-End Machine Learning Workflow Part 2](https://medium.com/mlearning-ai/end-to-end-machine-learning-workflow-part-2-e7b6d3fb1d53?sk=06cde2cb868ac46a1dd1e71064b76b05)  |   |

|[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)   |

|[Six Reasons Why Your Model Gives Bad Results](https://medium.com/mlearning-ai/six-reasons-why-your-model-give-bad-results-db2804f0da0e?sk=144ae1fe14011ae3a7eb5e8bc0d1f599)  |   |

|[Brief Guide for Machine Learning Model Selection](https://medium.com/mlearning-ai/brief-guide-for-machine-learning-model-selection-a19a82f8bdcd?sk=f3fe7b646cfbc1b8818e6cd4a61814e5)|    |

|[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) |

|[Practical Guide to Boosting Algorithms In Machine Learning ](https://pub.towardsai.net/practical-guide-to-boosting-algorithms-in-machine-learning-61c023107e12?sk=4924d002b480475afec71c900ab3b469)|     |

|[Overview of Unsupervised Machine Learning Tasks & Applications](https://pub.towardsai.net/overview-of-unsupervised-machine-learning-tasks-applications-139db2239e2c?sk=26aa82893548ddc3c2916d4ee3c91d65)  |   |

|[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) |

|[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) |

|[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)  |   |

|[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)  |   |

|[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)  |   |

|[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)  |   |

|[Key Challenges of Machine Learning Model Deployment](https://pub.towardsai.net/key-challenges-of-machine-learning-model-deployment-c48768d0e7c8?sk=5823a710321aa7122af5454c4eb4073a)  |   |

## [Time Series In Python](https://youssefraafat57.medium.com/list/time-series-in-python-a152db6b5b2c)

|Article |Code|

|-----|--------|

|[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)    |

|[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)    |

|[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)    |

|[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)    |

|[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)    |

|[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)    |

## [Efficient Python for Data Scientists](https://youssefraafat57.medium.com/list/efficient-python-for-data-scientists-3bcc4cb04d13)

|Article |Code|

|-----|--------|

|[How To Write Python Clean Code](https://levelup.gitconnected.com/learn-how-to-write-python-clean-code-using-these-3-principles-ed046978e39a)  |       |

|[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)    |

|[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)    |

|[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)    |

|[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)    |

|[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)    |

|[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)    |

|[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:]()    |

|[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)    |

|[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)    |

|[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)    |

## [Machine Learning Research](https://youssefraafat57.medium.com/list/machine-learning-research-94cc992c93a6)

|Article 

|-----|

|[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)|

|[How to Read Machine Learning Papers Effectively](https://pub.towardsai.net/how-to-read-machine-learning-papers-effectively-9c2df7906516?sk=fac7196610ac7e09013be927ed7bf7c6)|

|[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)|

## [Book Recommendations for Data Scientists ]()

|Article 

|-----|

|[Data Science Roadmap through Books](https://medium.com/geekculture/unlock-your-data-science-potential-a-comprehensive-roadmap-to-mastery-through-books-9cb3bcad36d2?sk=f908138c80e615dfb1f077fb76d5ecc2)|

|[Top 12 Business for Data Science Books for Data Scientists](https://lnkd.in/dwuB2T4V)|

|[5 Top Data Cleaning and Feature Engineering Books For Data Scientists](https://lnkd.in/dbmFsvyk)|

|[5 Best Books To Learn Statistics And Probability For Data Scientists](https://lnkd.in/dAQ_6EpZ)|

|[The Best Book To Build A Strong Machine Learning Foundation](https://lnkd.in/deKmTGE4)|

|[5 Best Books to Learn Machine Learning For Data Scientists](https://lnkd.in/dRgsCPUb)|

|[3 Books To Build A Strong Deep Learning Foundation](https://lnkd.in/decAunJ4)|

|[5 Top Practical Computer Vision Books](https://lnkd.in/dtJka8dq)|

|[Top 10 Theoretical & Practical Computer Vision Books](https://lnkd.in/dFQGD4dT)|

|[10 Top MlOps Books for Data Scientists](https://lnkd.in/dE5GYU-x)|

|[Top 12 Practical Data Science Books](https://lnkd.in/dci6g57W)|

## [Data Science Skill-Based Courses]()

|Article |

|-----|

|[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)|

|[Five Courses to Master Data Cleaning & Feature Engineering](https://medium.com/geekculture/five-courses-to-master-data-cleaning-feature-engineering-b3ac8f86800a?sk=09935097209cead86c3cab1c78770d09) | 

|[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) | 

|[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) | 

|[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) | 

|[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) | 

|[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) | 

|[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) |

## [Data Science Educational Resoruces]()

|Article |

|-----|

|[Top 10 Large Language Models GitHub Repository](https://levelup.gitconnected.com/top-10-large-language-models-github-repository-50ec95b5a7af?sk=68aac6bcbd2a8e8ea3f7933c6fc3ef1b)|

|[Top Data Analysis YouTube Channel In 2023](https://levelup.gitconnected.com/top-data-analysis-youtube-channel-in-2023-55a33affe631?sk=c468f6444c1f66a50ce3b2aa17619f35)|

|[Top 12 Computer Vision GitHub Repositories](https://pub.towardsai.net/top-12-computer-vision-github-repositories-320464cf3e13?sk=ab2f18a7462e1f87b99375d36f3bddc5)|

|[Top 10 GitHub Repository to Learn Data Science](https://levelup.gitconnected.com/top-10-github-repository-to-learn-data-science-892935bcebdb?sk=0b0ec3841fc4a8a71644f4639188326e)|

|[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)|

|[Top Resources to Learn & Understand RLHF](https://levelup.gitconnected.com/top-resources-to-learn-understand-rlhf-69f7984f1e58?sk=79d44cc8a12394a958545096643bc583)|

|[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)|

|[The Ultimate Collection of MLOps GitHub Repositories](https://levelup.gitconnected.com/the-ultimate-collection-of-mlops-github-repositories-836a72c8b7d3?sk=82e48b61f86664299c41dd7983058500)|

## [Data Science Interview Preparation]()

#### Data Science Hiring Process ####

|Article |

|-----|

|[Overview of data science hiring process](https://medium.com/geekculture/overview-of-the-data-science-hiring-process-454230b434ff?sk=fec5823ad78a4af2b7a06a787b4ac60d) |

|[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) | 

#### Writing Standing Out Resume ####

|Article |

|-----|

| [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)|

| [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)|

| [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)|

#### How to Build Standing Out Porotflio ####

|Article |

|-----|

| [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)|

| [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)|

| [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)|

| [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)|

| [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)|

| [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)|

| [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)|

| [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)|

#### Getting Internal Referal ####

|Article |

|-----|

| [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)|

#### Behavioral Interview Preparation ####

|Article |

|-----|

| [Cracking the Data Science Behavioral Interview [Full Guide]](https://medium.com/geekculture/cracking-the-data-science-behavioral-interview-full-guide-6d3e6e5727ca?sk=1468955888d003dd71a145e26409f365)|

| [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)|

| [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)|

| [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)|

| [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)|

| [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)|

| [Top 50+ Behavioral Data Science Interview Questions](https://medium.com/geekculture/top-50-behavioral-data-science-interview-questions-a038787ec7bf?sk=9c3f5aff6ec2312b8da0651cf90e6920)|

|[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)|

#### Technical Interview Preparation  ####

|Article |

|-----|

|[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)|

#### Machine Learning Technical Interview ####

|Article |

|-----|

|[Crack the Machine Learning Coding Questions](https://medium.com/geekculture/crack-the-machine-learning-coding-questions-ac8ecc2af90f?sk=581daa1b5f145f524812c8e586b8763b)|

|[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)|

#### SQL Coding Interview ####

|Article |

|-----|

|[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)|

|[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)|

|[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)|

|[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)|

|[6 Free Resources For SQL Interview Preparation](https://medium.com/geekculture/6-free-resources-for-sql-interview-preparation-b184195b28fb?sk=4cc8bf913607ca699ef0872ca1f38558)|

## [Learn from Top Universities](https://youssefraafat57.medium.com/list/learn-from-top-universties-d00c3dfd1085)

|Article |

|-----|

|[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)|   

|[Learn Reinforcement Learning from Top Universities](https://pub.towardsai.net/learn-reinforcement-learning-from-top-universities-54f4fb1eab57?sk=66dd6ad02a49de4ef493c6a5519fe5ec)|   

|[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)| 

|[Learn Computer Vision From Top Universities](https://medium.com/mlearning-ai/learn-computer-vision-from-top-universities-bb6019be74d2?sk=81c21fb4024bb933e01c24b000660dc0)|   

|[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)|   

## [Data Science Roadmaps](https://medium.com/@youssefraafat57/list/roadmaps-12683cf0eac2)

|Article |

|-----|

|[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)| 

|[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)|

|[Software Engineering Roadmap For Data Scientists](https://levelup.gitconnected.com/software-engineering-roadmap-for-data-scientists-1b0fd154de51?sk=d4e9dbb2ad9949a5f7d4bfac558ce2ef) | 

|[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) |

|[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) | 

|[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)|

|[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)|

|[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)|

## [Software Engineering for Data Scientists]()

|Article |

|-----|

|[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) |

|[Software Engineering Skills Data Scientists Should Know](https://levelup.gitconnected.com/software-engineering-skills-data-scientists-should-know-710278670326?sk=1785e7f248b36193b47e2ce0d91f6784) | 

|[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) | 

|[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) | 

|[10 Docker Commands for 90% of Conteraization Tasks](https://levelup.gitconnected.com/mastering-docker-10-essential-commands-for-effective-container-management-65442ef64ad3?sk=09606bfac3a410d89c72ff4a45382cd7) | 

|[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)|

## [Data Science & AI Open Positions]()

|Article |

|-----|

|[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) |

|[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) | 

|[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) | 

|[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) | 

|[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) | 

|[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) | 

|[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) | 

|[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)|

|[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)|

|[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)|

|[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)|

|[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)|

## [Technical Writing Tips]()

|Article |

|-----|

|[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) |

|[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) | 

|[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) | 

|[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)|

|[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)|

|[13 Top Tools To Write More With Higher Quality](https://medium.com/swlh/13-tools-to-write-more-with-higher-quality-a87a913c57ec?sk=e68aec800f5f410c96ef33440e702c5b)|

|[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)|

|[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)|

## [Self Development]()

|Article |

|-----|

|[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) |

|[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) | 

|[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) | 

|[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) |

|[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)|

|[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)|

|[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)|