Collection of useful data science topics along with code and articles in my data science blog . If you are using an RSS feeds reader, add this link to your reader to get the notifications on my latest articles.
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Data Science Tools Machine Learning Natural Language Processing Time Series Visualization Mathematical Programming Scraping Python Linear Algebra Data Structure Statistics Applications Learning Tips Productive Tips Book Review Data Science Portfolio
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Medium article
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How to Create Fake Data with Faker
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How to Embed Interactive Charts on your Medium Articles and Personal Website
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How to Monitor And Log your Machine Learning Experiment Remotely with HyperDash
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How to Leverage Visual Studio Code for your Data Science Projects
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Introduction to Datapane: A Python Library to Build Interactive Reports
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How to Share your Python Objects Across Different Environments in One Line of Code
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Top 4 Code Viewers for Data Scientist in VSCode
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How to Create and View Interactive Cheatsheets on the Command-line
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Introduction to Hydra.cc: A Powerful Framework to Configure your Data Science Projects
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How to Share your Jupyter Notebook in 3 Lines of Code with Ngrok
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Introduction to Schema: A Python Libary to Validate your Data
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Pytest for Data Scientists
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Introduction to DVC: Data Version Control Tool for Machine Learning Projects
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Incorporate the Best Practices for Python with These Top 4 VSCode Extensions
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4 Lessor-Known Yet Awesome Tips for Pytest
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Medium article
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How to Efficiently Fine-Tune your Machine Learning Models
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How to Learn Non-linear Dataset with Support Vector Machines
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Introduction to IBM Federated Learning: A Collaborative Approach to Train ML Models on Private Data
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3 Steps to Improve your Efficiency when Hypertuning ML Models
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Train your Machine Learning Model 150x Faster with cuML
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Natural Language Processing
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Medium article
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Sentiment Analysis of LinkedIn Messages
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Find Common Words in Article with Python Module Newspaper and NLTK
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How to Tokenize Tweets with Python
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How to Solve Analogies with Word2Vec
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What is PyTorch
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Convolutional Neural Network in Natural Language Processing
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Supercharge your Python String with TextBlob
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pyLDAvis: Topic Modelling Exploration Tool That Every NLP Data Scientist Should Know
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Streamlit and spaCy: Create an App to Predict Sentiment and Word Similarities with Minimal Domain Knowledge
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Medium article
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3 Ways to Extract Features from Dates with Python
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Medium article
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What I Learned from Scraping 15k Data Science Articles on Medium
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How to Create Interactive Plots with Altair
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How to Create a Drop-Down Menu and a Slide Bar for your Favorite Visualization Tool
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I Scraped more than 1k Top Machine Learning Github Profiles and this is what I Found
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Top 6 Python Libraries for Visualization: Which one to Use?
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Introduction to Yellowbrick: A Python Library to Visualize the Prediction of your Machine Learning Model
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Medium article
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How to choose stocks to invest in with Python
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Maximize your Productivity with Python
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How to Find a Good Match with Python
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Medium article
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Web Scrape Movie Database with Beautiful Soup
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Medium article
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Numpy Tricks for your Data Science Projects
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Cython-A Speed-Up Tool for your Python Function
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Timing for Efficient Python Code
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How to Use Lambda for Efficient Python Code
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Python Tricks for Keeping Track of Your Data
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Boost Your Efficiency With Specialized Dictionary Implementations in Python
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Dictionary as an Alternative to If-Else
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How to Use Zip to Manipulate a List of Tuples
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Get the Most out of Your Array With These Four Numpy Methods
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3 Python Tricks to Read, Create, and Run Multiple Files Automatically
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How to Exclude the Outliers in Pandas DataFrame
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Medium article
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How to Build a Matrix Module from Scratch
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Linear Algebra for Machine Learning: Solve a System of Linear Equations
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Medium article
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Convex Hull: An Innovative Approach to Gift-Wrap your Data
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How to Visualize Social Network With Graph Theory
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How to Search Data with KDTree
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How to Find the Nearest Hospital with a Voronoi Diagram
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Medium article
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Can Datasets of a Dinosaur and a Circle have Identical Statistics?
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Medium article
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How to Create an Interactive Startup Growth Calculator with Python
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Streamlit and spaCy: Create an App to Predict Sentiment and Word Similarities with Minimal Domain Knowledge
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Medium article
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How to Learn Data Science when Life does not Give You a Break
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How to Accelerate your Data Science Career by Putting yourself in the Right Environment
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To become a Better Data Scientist, you need to Think like a Programmer
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How not to be Overwhelmed with Data Science
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Medium article
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Boost Your Efficiency with Customized Code Snippets on VSCode
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How to Organize your Data Science Articles with Github
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How to Create Reusable Command-Line
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5 Reasons why you should Switch from Jupyter Notebook to Scripts
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3 Ways to Get Notified with Python
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Top 9 Keyboard Shortcuts in VSCode for Data Scientists
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7 Reasons Why you Should Start Documenting your Code
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Medium article
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Python Machine Learning: A Comprehensive Handbook for Machine Learning
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Medium article
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How to Create an Elegant Website for your Data Science Portfolio in 10 minutes
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Build an Impressive Github Profile in 3 Steps
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