machine-learning-articles

List of interesting articles on different topics of machine learning and deep learning

TitleLabelsAuthor
Sentiment Analysis in Python: TextBlob vs Vader Sentiment vs Flair vs Building It From ScratchNLP@khuyentran1401khuyentran1401
Another Way to Elevate your Jupyter Notebook ExperienceJupyter Notebook@khuyentran1401khuyentran1401
Why you should be using pathlibPython@khuyentran1401khuyentran1401
Version Control With Jupyter NotebookJupyter Notebook Version Control@khuyentran1401khuyentran1401
How to Test Machine Learning Code and SystemsMachine Learning Models Test@khuyentran1401khuyentran1401
Modern Parallel and Distributed Python: A Quick Tutorial on RayDistributed Computing@khuyentran1401khuyentran1401
Learn Enough Docker to be UsefulDocker@khuyentran1401khuyentran1401
Conda (+ pip) and Docker FTW!Docker@khuyentran1401khuyentran1401
Parallel Processing in Python – A Practical Guide with ExamplesComputing power Python@khuyentran1401khuyentran1401
A Visual Intro to NumPy and Data RepresentationPython@nikhilguntinikhilgunti
From Jupyter Notebook To ScriptsData Science Tips@khuyentran1401khuyentran1401
Intro to optimization in deep learning: Gradient DescentAlgorithms Machine Learning Models@nikhilguntinikhilgunti
The Illustrated BERT, ELMo, and co.NLP@khuyentran1401khuyentran1401
Make Your Pandas DataFrame Output Report-ReadyFeature Engineering@khuyentran1401khuyentran1401
AI-designed “hyperfoods” can possibly help prevent cancerGraph ML@jessonpagaduanjessonpagaduan
Data Scientists Should Know Software Engineering Best PracticesData Science Tips@jessonpagaduanjessonpagaduan
How to speed up your pandas codeComputing power Python@khuyentran1401khuyentran1401
Deep Reinforcement Learning for Automated Stock TradingReinforcement Learning Time Series@khuyentran1401khuyentran1401
How to Handle Imbalanced Data with Class WeightFeature Engineering@khuyentran1401khuyentran1401
Sentiment analysis for text with Deep LearningNLP@khuyentran1401khuyentran1401
6 useful magic commands for Jupyter NotebookJupyter Notebook@khuyentran1401khuyentran1401
7 Command Line ToolsCommand-line@khuyentran1401khuyentran1401
Coroutines in PythonPython@khuyentran1401khuyentran1401
Time Series ToolsTime Series@khuyentran1401khuyentran1401
Build pipelines with Pandas using “pdpipe”Data Preprocessing Data Science Tools@khuyentran1401khuyentran1401
How Netflix makes Jupyter Notebook ReproducibleJupyter Notebook@khuyentran1401khuyentran1401
Alternative to CSV to save filePython@khuyentran1401khuyentran1401
File Operations in PythonPython@khuyentran1401khuyentran1401
Advanced Python: 9 Best Practices to Apply When You Define ClassesPython@khuyentran1401khuyentran1401
The definitive guide on how to use static, class or abstract methods in PythonPython@khuyentran1401khuyentran1401
Topic Modeling Unlabeled Data with Zero ShotNLP@khuyentran1401khuyentran1401
Pipenv: A Guide to the New Python Packaging ToolPython@khuyentran1401khuyentran1401
Managing and Deploying High-Performance Machine Learning Models on GPUs with RAPIDS and MLFlowComputing power@khuyentran1401khuyentran1401
GitHub is the best AutoML you will ever needMachine Learning Deployment@khuyentran1401khuyentran1401
Structuring Unit Tests in PythonPython Try now@khuyentran1401khuyentran1401
Extracting Speech from Video using PythonData Science Tools NLP@khuyentran1401khuyentran1401
Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE Data Visualization NLP@khuyentran1401khuyentran1401
Speed up your Data Cleaning and Preprocessing with klibData Preprocessing@khuyentran1401khuyentran1401
Fast Embedding with Large DataNLP@khuyentran1401khuyentran1401
LDA via MalletNLP@khuyentran1401khuyentran1401
Supercharging Jupyter NotebooksJupyter Notebook@khuyentran1401khuyentran1401
Principal Component Analysis and SVM in a Pipeline with PythonData Visualization Machine Learning Models@khuyentran1401khuyentran1401
Exploring the Tokyo Neighbourhoods: Data-Science in Real LifeData Visualization Web Scraping@khuyentran1401khuyentran1401
Pre-trained Sentiment AnalysisNLP@khuyentran1401khuyentran1401
Time Based Cross ValidationTime Series@khuyentran1401khuyentran1401
Use NLP to Analyze WhatsApp MessagesNLP@khuyentran1401khuyentran1401
Using LDA Topic Models as a Classification Model InputNLP@khuyentran1401khuyentran1401
Use the Mathematics of Fractals to Predict Stock Market ShiftsTime Series@khuyentran1401khuyentran1401
Profiling and Optimizing Jupyter NotebooksJupyter Notebook@khuyentran1401khuyentran1401
4 Cool Ways to Visualize Categorical DataData Visualization@khuyentran1401khuyentran1401
A bunch of cool applications with dataMachine Learning Deployment Machine Learning Models NLP Neural Network TensorFlow@khuyentran1401khuyentran1401
Useful setups to include at the beginning of a data science projectJupyter Notebook Try now@khuyentran1401khuyentran1401
Topic Modeling with Gensim and NLTKNLP@khuyentran1401khuyentran1401
Cython trickJupyter Notebook Try now@khuyentran1401khuyentran1401
Applied Graphical Network Analysis using PythonAlgorithms@khuyentran1401khuyentran1401
Topic Modeling on PyCaretNLP@khuyentran1401khuyentran1401
Applied Graphical Network Analysis using PythonAlgorithms@khuyentran1401khuyentran1401
Ask Me Anything session with a Kaggle Grandmaster Vladimir I. IglovikovData Science Tips@khuyentran1401khuyentran1401
Understanding emotions - from Keras to pyTorchPyTorch@MarioGzSlMarioGzSl
Object-oriented programming for data scientists: Build your ML estimatorData Science Tips Python@khuyentran1401khuyentran1401
Top 10 Magic Commands in Python to Boost your ProductivityData Science Tools Jupyter Notebook@khuyentran1401khuyentran1401
Preprocessing with sklearn: a complete and comprehensive guideData Preprocessing@RobertGarciadSilvaRobertGarciadSilva
How to Use MLflow To Reproduce Results and Retrain Saved Keras ML ModelsData Science Tools Machine Learning Models@chickpea1401chickpea1401
4 Types of Classification Tasks in Machine LearningMachine Learning Models@khuyentran1401khuyentran1401
Create Sklearn modelMachine Learning Models@alfredoarturoalfredoarturo
Neural Style Transfer with OpenCVComputer Vision@khuyentran1401khuyentran1401
The Unreasonable Effectiveness of Recurrent Neural NetworksNLP@khuyentran1401khuyentran1401
Stacking Ensemble Machine Learning With PythonMachine Learning Models@khuyentran1401khuyentran1401
Good coding practices for Data ScienceData Science Tips@khuyentran1401khuyentran1401
Learning Git: 5 Shortcuts to Improve Your Coding SpeedVersion Control@khuyentran1401khuyentran1401
Version Control for Data Science — Tracking Machine Learning models and datasetsData Science Tools Version Control@khuyentran1401khuyentran1401
Build an app to generate photorealistic faces using TensorFlow and StreamlitMachine Learning Deployment TensorFlow@khuyentran1401khuyentran1401
Scraping Flight Data Using PythonWeb Scraping@khuyentran1401khuyentran1401
A Visual and Interactive Guide to the Basics of Neural NetworksData Visualization Neural Network@khuyentran1401khuyentran1401
Jupyter Superpower — Interactive Visualization Combo with PythonData Visualization Jupyter Notebook@khuyentran1401khuyentran1401
Tokenization and Text Data Preparation with TensorFlow & KerasNLP TensorFlow@khuyentran1401khuyentran1401