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Hello all, this is my first blog post on medium. I am a second year undergraduate interested in anything related to Artificial Intelligence. I am learning Machine Learning and Deep Learning from past one year and I just wanted to share some tips if anyone wants to get started in this field or have just started.

This is not the post which will bombard you with a bunch of resources to learn from. Instead the points discussed here are very crucial which are not discussed often.

Note that all of the following are my personal opinions and maybe biased. …

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Jupyter notebooks are infact the defacto tool for Machine Learning. They make it insanely easy to prototype models, experiment with new pipelines and are therefore great for learning purpose.

Google Colab is a great free tool which is built on top of Jupyter notebooks and provides free access to GPU’s. Although they have a downside too. You can only work with Jupyter notebooks and a robust development environment is not available (by default).

I am a big fan of VSCode and I really don’t like Jupyter Notebooks much (please don’t hate me for this..)

I will be guiding you’ll for…

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In today’s fast-moving world, project management is all about using the right tools and techniques. Having these two things in order can help you manage your projects easily and effectively. It has been found in many surveys that using the right project management tools and techniques can increase your overall performance, productivity, and happiness-levels at work.

The world of project management is vast. It covers many industries and requires a range of skills. But the common thread tying this diverse discipline together are the techniques that project managers use to get the job done.

Why is Project Management Important ?

Choosing the right approach to managing…

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This tutorial is beginner friendly, so don’t worry if you don’t know much about CNNs and Pytorch. Even if you have used TensorFlow in the past and are new to PyTorch, hang in there, everything is explained clearly and concisely. You will get a good overview of how to use PyTorch for image classification problems.


Precision Agriculture is in trend nowadays which includes recommending personalized crops and fertilizers based on soil, weather and various other parameters to maximize the yield.

Getting affected by a disease is very common in plants due to various factors such as wrong choice of…

Atharva Ingle

I play at the crossroads of mathematics, code and technology.

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