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In my last post, I used ARIMA model to carry out forecasting against a time series dataset. Although it worked, it is a bit too complicated and hard to understand for non expert users like me. Recently I came across Prophet which is an awesome library from Facebook for carrying out forecasting with time series… Continue reading Forecasting Time Series Data with Prophet
Recently I came across some interesting algorithms and tools that can help with time series data analysis and forecasting. I found them very interesting from a developer's perspective. So I think I need to write something about it. How to do forecasting for sales, inventory and other time based data? I asked the question to… Continue reading Time series forecasting with Auto ARMIA
Python has been one of the most popular programming languages for implementing machine learning applications. Tensorflow is one of the most popular frameworks for machine learning written in Python. Recently I came across Tensorflow.js project which I feel very excited about as it brings up a whole new world of opportunities for implementing machine learning algorithms… Continue reading Machine Learning in Javascript powered by Tensorflow.js
As we all know that Machine Learning especially Deep Learning with Neural Network has become one of the top trending tech topics in these days. I was trying to get my head around machine learning and AI but I found it does have a steep learning curve for anyone new to this domain. I recently… Continue reading Checking out Keras with Tensorflow in Google Colab
Ming's Notebook 