# Archive

### 2019 - 4 Posts:

- February 19 - What my first Silver Medal taught me about Text Classification and Kaggle in general?
- February 8 - NLP Learning Series: Part 2 - Conventional Methods for Text Classification
- January 17 - NLP Learning Series: Part 1 - Text Preprocessing Methods for Deep Learning
- January 6 - A Layman guide to moving from Keras to Pytorch
- February 19 - Posts

### 2018 - 3 Posts:

- December 17 - What Kagglers are using for Text Classification
- December 7 - To all Data Scientists - The one Graph Algorithm you need to know
- September 22 - Object Detection: An End to End Theoretical Perspective

### 2017 - 11 Posts:

- December 28 - Hyperopt - A bayesian Parameter Tuning Framework
- December 26 - Using XGBoost for time series prediction tasks
- September 14 - Good Feature Building Techniques - Tricks for Kaggle - My Kaggle Code Repository
- September 14 - The story of every distribution - Discrete Distributions
- April 17 - Today I Learned This Part 2: Pretrained Neural Networks What are they?
- April 16 - Maths Beats Intuition probably every damn time
- April 9 - Today I Learned This Part I: What are word2vec Embeddings?
- March 26 - Top Data Science Resources on the Internet right now
- March 23 - Basics Of Linear Regression
- March 5 - Top advice for a Data Scientist
- February 5 - Machine Learning Algorithms for Data Scientists

### 2016 - 3 Posts:

- December 24 - Things to see while buying a Mutual Fund
- October 27 - Pandas For All - Some Basic Pandas Functions
- January 10 - Deploying ML Apps using Python and Flask- Learning about Flask

### 2015 - 7 Posts:

- October 11 - Shell Basics every Data Scientist Should know - Part II(AWK)
- October 9 - Shell Basics every Data Scientist Should know -Part I
- September 13 - Create basic graph visualizations with SeaBorn- The Most Awesome Python Library For Visualization yet
- September 7 - Learning Spark using Python: Basics and Applications
- August 21 - Behold the power of MCMC
- August 19 - My Tryst With MCMC Algorithms
- May 9 - Hadoop Mapreduce Streaming Tricks and Techniques

### 2014 - 5 Posts:

- December 1 - Exploring Vowpal Wabbit with the Avazu Clickthrough Prediction Challenge
- October 2 - Data Science 101 : Playing with Scraping in Python
- September 30 - Dictvectorizer for One Hot Encoding of Categorical Data
- September 28 - Learning pyspark – Installation – Part 1
- September 27 - Hadoop, Mapreduce and More – Part 1