Recently, I was doing some analysis on the occupation data from BLS and found some interesting facts about the best places for software developers/web developers in terms of the abundance of jobs and also average salary. I will...
Category - Datascience
Apache Spark / Pyspark and real time predictions
Realtime predictions with Apache Spark/Pyspark and Python There are many blogs that talk about Apache spark and how scalable it is to build Machine Learning models using Big data. But, there are few blogs that talk about Apache...
Word Embeddings : Word2Vec and Latent Semantic Analysis
In this post, we will see two different approaches to generating corpus-based semantic embeddings. Corpus-based semantic embeddings exploit statistical properties of the text to embed words in vectorial space. We will be using...
Amazon Sagemaker Tutorials
In this Amazon SageMaker Tutorial post, we will look at what Amazon Sagemaker is? And use it to build machine learning pipelines. We will be looking at using prebuilt algorithm and writing our own algorithm to build machine...
Deep learning with Keras and python for Multiclass Classification
In this post, we will be looking at using Keras to build a multiclassclassification using Deep Learning. What is multiclass classification?¶ Multiclass classification is a more general form classifying training samples in...
Predicting height of an user
Introduction to linear regression.¶ In this jupyter notebook we will start with a very simple problem of predicting the height of the user using the weight, age and sex.Simple linear model Linear model with non...
Predicting kickstarter project success
Building Datascience portfolio projects A couple of years back I started learning iOS development and found that I was able to learn a lot by building many apps. So I thought I will use the same approach now to learn more about...
Data mining Reddit for Travel Recommendations
As we know Reddit is a goldmine for user generated content and some subreddits have proven to be really useful to me. I like to travel a lot and some subreddits have helped me to discover new places which suit my interests. Here...
Self driving Car and Machine Learning
Just wanted to update all the readers on a few changes they can expect with the content of the blog for the next year or so. I recently got a couple of new opportunities,Self-driving car nano degree with Udacity. On work...