A Beginners Guide To Convolution Neural Network (CNN) — Index Of Contents · Introduction · What does the convolution layer do? · What is a convolution operation? · What are the hyperparameters in a convolution layer? · What about the weights in the filter? · Code in action! · References Introduction Computer vision in today’s day and time can provide…

Introduction Audio is nothing but simply sound, the sound we hear in our daily lives. The human brain, through experience, can perfectly differentiate between the sound of an ambulance and the sound of a tabla, for example. But can we create machine learning models to work on such a classification? Working…

Introduction Automating a manual task from scratch can make you feel like a real programmer, after all, you saved human time and effort. In my conquest to get better at writing python scripts for automation, I present to you this article which includes writing a script to delete files from a…

Everything you need to know about time-series — Index Of Contents · Introduction · Data Visualization ∘ Plotting Bollinger Bands ∘ What can volume as a feature indicate? ∘ What does the candlestick say? · Forecasting predictions Introduction Timeseries modeling is an important use case of predictive machine learning. More often than not real-world data is temporal, there is…

The only extensive guide you’ll ever need — Index Of Contents · Introduction · Drawing a count plot in plotly · Creating a subplot · Plotting a mixed subplot · Conclusion · References Introduction: More often than not you visualize your data, to share it with the public. Plotting a meaningful graph that is also visually appealing is an…

Fun fact: The inception model takes its name from a famous internet meme — Index Of Contents · Introduction · The architecture of Inception V1 · How does this architecture reduce dimensionality? · What is different in the Inception V3 network from the inception V1 network? · Using transfer learning(pre-trained inception network) on an image classification problem. · References You would need to have…

Save time and money using this technique — Index Of Contents · Introduction · Creating a dummy data frame · Approach 1: Using Loops · Approach 2: Using apply · Approach 3: Using Vectorization · Conclusion · References Introduction If you can write code that gives the desired output, the next logical step would be to optimize it further…

May 7, 2022 Along the way of living my life, I have come to realize that being happy is a difficult task, it requires intentional effort to be happy every day. When you are younger, you have certain ideas of what would make you happy when you grow up, most…

Extract, load, and transform data! — Index Of Contents · Introduction · What are the Extract, Load, and Transform stages in general? · How is ELT different from ETL? · References · Conclusion Introduction ELT stands for Extract, Load, and Transform, it is a data deployment pipeline. …