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List of interesting articles on different topics of machine learning and deep learning
## TL;DR How to use topic modeling and visualize the results ### Article Link https://towardsdatascience.com/topic-modelling-in-python-with-nltk-and-gensim-4ef03213cd21
## TL;DR How to use networkX to visualize the network of people ### Article Link https://towardsdatascience.com/applied-network-analysis-using-python-25021633a702 ### Author ## Key Takeaways * Could be useful to analyze Covid19 data to...
## TL;DR Interactively synthesize faces with simple techniques  ### Article Link https://towardsdatascience.com/build-an-app-to-synthesize-photorealistic-faces-using-tensorflow-and-streamlit-dd2545828021 ### Author Adrien Treuille ## Key Takeaways * Make interactive models with Streamlit * Synthesize face with...
## TL;DR Tutorial on how to create neural style transfer with OpenCV ### Article Link https://www.pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/ ### Author Adrian Rosebrock ## Key Takeaways ## Useful Code Snippets ## Useful Tools...
## TL;DR Use PyCaret to make it quickly to process data with low code ### Article Link https://towardsdatascience.com/topic-modeling-on-pycaret-2ce0c65ba3ff
## TL;DR How to use networkX to visualize the network of people ### Article Link https://towardsdatascience.com/applied-network-analysis-using-python-25021633a702 ### Author ## Key Takeaways * Could be useful to analyze Covid19 data to...
## TL;DR How to implement DeepMoji from scratch in pyTorch. ### Article Link [Understanding emotions - from Keras to pyTorch](https://medium.com/huggingface/understanding-emotions-from-keras-to-pytorch-3ccb61d5a983) ### Author Huggingface 🤗 ## Key Takeaways * Custom LSTM...
## TL;DR Data science practice of high achiever in data science ### Article Link https://towardsdatascience.com/ask-me-anything-session-with-a-kaggle-grandmaster-vladimir-i-iglovikov-942ad6a06acd ### Author Vladimir Iglovikov ## Key Takeaways * Use minimal Jupyter Notebook. Write code base...
## TL;DR What is OOP and why it is important? ### Article Link https://towardsdatascience.com/object-oriented-programming-for-data-scientists-build-your-ml-estimator-7da416751f64 ### Author Tirthajyoti Sarkar ## Key Takeaways ### What is OOP? Create classes for abstract data...
## TL;DR Useful magic commands in iPython ### Article Link https://towardsdatascience.com/top-10-magic-commands-in-python-to-boost-your-productivity-1acac061c7a9 ### Author Siddhesh Jadhav ## Key Takeaways ## Useful Code Snippets ```python # run external files %run myCode.py #...
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List of interesting articles on different topics of machine learning and deep learning