Categories
2021
TL;DR CTF Writeups: Vulnversity(TryHackMe)
![](/p/tldf_ctf_writeups_tryhackme_vulnversity/tryhackme_vulnversity_hu46eadf590d7580c4b6c2c44bd0e24ce9_1666321_120x120_fill_box_smart1_2.png)
How I Migrate My Data Science Blog from Pelican to Hugo
![](/p/how-i-migrate-my-data-science-blog-from-pelican-to-hugo/desk_setup_hu3d03a01dcc18bc5be0e67db3d8d209a6_158170_120x120_fill_q75_box_smart1.jpeg)
3 Reasons Why You Shouldn’t Worry About Math for Your Machine Learning Journey
![](/p/3-reasons-why-you-shouldnt-worry-about-math-for-your-machine-learning-journey/_hu99bb39befc62ae70b0f65485f0be3d32_273991_68e0c89d48b080bc43e2d9281af32081.jpeg)
Came across this piece talking about the current machinelearning status by Mark Saroufim.
![](/p/came-across-this-piece-talking-about-the-current-machinelearning-status-by-mark-saroufim./_hu34951740d4bcdb2812448f39d942b32d_171742_7d48dcc2ff673bd037001203a7e212a5.jpeg)
Data Science Interview Deep Dive: Cross-Entropy Loss
![](/p/data-science-interview-deep-dive-cross-entropy-loss/_hu70715d9720ebe6466d6a733ed4995125_701279_7dec117cfb3f79ad2a6de61b041941ee.jpeg)
Universal Approximation Theorem: Code Refactoring for Software 2.0?
![](/p/universal-approximation-theorem-code-refactoring-for-software-2.0/_hu6de5381e08c6d1fa315adbb3f063ca00_208045_8b3d1b5f474e3cf85fab98a2f84bbc27.jpg)
2020
Good introductory article about Transfer Learning by Machine Learning Mastery.
![](/p/good-introductory-article-about-transfer-learning-by-machine-learning-mastery./_hu35bd2fd893353c2a4a0638b5d27739da_141202_f82b11f916c7bee729224b1f85df77e1.jpg)
MIT 6.00.1x/2x Review : A Data Scientist’s Point of View
![](/p/mit-6.00.1x/2x-review-a-data-scientists-point-of-view/_hua440fa7cb4e7c213cb2254e8adb0ec5f_172611_1f1df2c07503bca38b84b1cd5ab5e30b.jpg)
From Legoland to Neural Networks: Universal Approximation Theorem in Layman’s Terms
![](/p/from-legoland-to-neural-networks-universal-approximation-theorem-in-laymans-terms/_hu12c93259c48d5d4de53cca2fd4282751_310343_3e953d663f8f8347017cc2b9f61c0be1.jpg)
Finally got my hands on the fastbook. SO excited!
![](/p/finally-got-my-hands-on-the-fastbook.-so-excited/_hu30a2597960559f9b1058c88bd6e54806_250082_0a8677dd32d7aa32787de4b596343b54.jpeg)
How to Extract Knowledge from Wikipedia, Data Science Style
![](/p/how-to-extract-knowledge-from-wikipedia-data-science-style-35f50f095d1a/_hu6cef08d4a7d037efbbdcfd966a55e836_52719_dc76f9c63e88f19c176cf18d08cd8f4b.png)
How to Port Your Medium Articles to Personal Blog with a Simple Bash Script
![](/p/how-to-port-your-medium-articles-to-personal-blog-with-a-simple-bash-script-4422aa7b9be/_hu7d9a0fe52ccf404d84fb37fbcb7540d7_2501975_d07503f15ccb495211547fb21434074a.jpeg)
NEON.LIFE: Your REAL Virtual Assistant, For Real This Time?
![](/p/neon-life-your-real-virtual-assistant-for-real-this-time-6de4a52e66c4/_hu285631c9b169b3ebb75030a97a32306b_202229_4bc8bf6f951002a0f6baf42e7f04f017.jpg)
Let’s Build a Fashion-MNIST CNN, PyTorch Style
![](/p/build-a-fashion-mnist-cnn-pytorch-style-efb297e22582/build-a-fashion-mnist-cnn-pytorch-style-efb297e22582_huc4a934e5a4fece42983bf34fdbc382ea_1300063_120x120_fill_box_smart1_2.png)
How to Build Your Own PyTorch Neural Network Layer from Scratch
![](/p/how-to-build-your-own-pytorch-neural-network-layer-from-scratch-842144d623f6/_hud445e771c1697fc1ec19e4f410ba1b2e_1946310_ca98da61b9ec435f1812e627c94344d8.png)
On the Internet, Nobody Knows You Are a Dog, or AI
![](/p/on-the-internet-nobody-knows-you-are-a-dog-or-ai/On-the-Internet-Nobody-Knows-You-Are-a-Dog-or-AI_huab23d069e2c19d3e79f0d0e73c95dac5_1843529_120x120_fill_q75_box_smart1.jpeg)
Another Self-Driving Car Accident, Another AI Development Lesson
![](/p/another-self-driving-car-accident-another-ai-development-lesson-b2ce3dbb4444/_hu8f82f13432ca94799f5051eabdad4d61_684473_63a8d248e0b6ab1f2497cc461c5dd658.png)
How to Gain State-Of-The-Art Result on Tabular Data with Deep Learning and Embedding Layers
![](/p/how-to-gain-state-of-the-art-result-on-tabular-data-with-deep-learning-and-embedding-layers-d1eb6b83c52c/_hu62a29e83bb15aa0edb9b6e0fd8dad308_114832_07aca512f03cd43b8000d04d63982c36.png)
No Human Can Beat AlphaGo, and It’s a Good Thing
![](/p/no-human-can-beat-alphago-so-what-3401b40fa0f0/no-human-can-beat-alphago-so-what-3401b40fa0f0_huac0b5c62e164c34d14e35307093fd6bc_76688_120x120_fill_q75_box_smart1.jpeg)
5 Things I Learned from Google’s New ML-Powered Recorder App
![](/p/5-things-i-learned-from-googles-new-ml-powered-recorder-app-6c9616a05b78/_hufdb0ebce660068d0538c38accd79d3ad_86922_6b8352722d2854d348f7e8c391561dfb.jpg)
2019
What You Need to Know About Netflix’s ‘Jupyter Killer’: Polynote 📖
![](/p/what-you-need-to-know-about-netflixs-jupyter-killer-polynote/_hua4cdf32d3fec6e7fcb85b7e967e13dff_40154_bafb7c24cf1cb28a77599f2142747e95.jpeg)
💎Hidden Gem: A Great PyTorch YouTube Tutorial Series by deeplizard
![](/p/hidden-gem-a-great-pytorch-youtube-tutorial-series-by-deeplizard/_hueb3c196926d32eb938f6744b517d1866_264666_9dfd30aba9330979277faf38db6c0e67.jpeg)
![](/p/this-is-cs50-a-pleasant-way-to-kick-off-your-data-science-education/_hubfd857777e3d1bc04d6dffa7ea26ab5c_1462382_ac0b5fb8816f08f3e17f0a63b965dcc3.png)
9 Things I Learned from Blogging on Medium for the First Month
![](/p/9-things-i-learned-from-blogging-on-medium-for-the-first-month/_hu6f929585c3a8cd8edfe50e1a327b0c43_928215_3cdaf6233cc4ab163496a85d01d9cde7.jpeg)
When 'Growth Hacks' Meets 'Growing Pain'
![](/p/when-growth-hack-meets-growing-pain/when-growth-hack-meets-growing-pain_hub48007a006cc90c86433d5c12817c2c3_29591_120x120_fill_q75_box_smart1.jpeg)
How I Migrated My Blog from GitHub Pages to Netlify
![](/p/how-i-migrated-my-blog-from-github-pages-to-netlify/how-I-migrated-my-blog-from-github-pages-to-netlify_hu6a55d2065d25bcd52369a7bcecfd20ae_88720_120x120_fill_box_smart1_2.png)
Two Sides of the Same Coin: Jeremy Howard's fast.ai vs Andrew Ng's deeplearning.ai
![](/p/two-sides-of-the-same-coin/two-sides-of-the-same-coin_hufca26c5dee84d70cf68f23bd33e24fe7_16114_120x120_fill_box_smart1_2.png)
How Long Until Boston Dynamics Robot Can Be a KungFu Master?
![](/p/how-long-until-boston-dynamics-robot-can-be-a-kungfu-master/_hu74d0a49c428302fba9dcf9d111678832_147508_f9a4ca28a8103cdc213d6efdc1811559.jpeg)
How to Deploy Your Machine Learning Web App to Digital Ocean
![](/p/how-to-deploy-ml-web-app-to-do/how-to-deploy-ML-web-app-to-DO_hu074bacf03782d36a959df16996a4a457_104429_120x120_fill_box_smart1_2.png)
OpenAI: Catch Me If You Can
![](/p/openai-catch-me-if-you-can/openai-catch-me-if-you-can_hu252a34f102c5fe28cdb6c1625229180a_518143_120x120_fill_box_smart1_2.png)
How I Trained Computer to Learn Calligraphy Styles: Part 2
![](/p/chinese-calligraphy-classifier-2/chinese-calligraphy-classifier-2_huf8adfb4477aab28fb3bc13acad72d1dc_2505884_120x120_fill_q75_box_smart1.jpeg)
How I Trained Computer to Learn Calligraphy Styles: Part 1
![](/p/chinese-calligraphy-classifier-1/chinese-calligraphy-classifier-1_hu8d397ed2a2c63515c7aa3b7f44e8955d_1799748_120x120_fill_q75_box_smart1.jpeg)
I finished Andrew Ng's Machine Learning Course and I Felt Great!
![](/p/andrewng-ml-course-review/andrewng-ml-course-review_hued86833f86514049333470508709de3a_186514_120x120_fill_box_smart1_2.png)
Attack Toxic Comments Kaggle Competition using Fast.ai
![](/p/attack-toxic-comments-kaggle-competition-using-fast-ai/attack-toxic-comments-kaggle-competition-using-fast-ai_huda9a839017c3699f672628f99bb61646_171432_120x120_fill_q75_box_smart1.jpg)