List: Machine Learning from Scratch! | Curated by Daksh Trehan

Jul 26, 2021
21 stories
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Machine Learning from Scratch!
This is the perfect reading list for neophytes to get started with Machine Learning and Deep Learning along with use cases!
In
Towards AI
by
Daksh Trehan
Serving Data Science to a RookieSo, last week my team head asked me to interview some of the possible interns for the team, for the role of data science and machine…
Apr 15, 2020
Apr 15, 2020
Daksh Trehan
What exactly Machine Learning is?We all have heard of Machine Learning and all it’s perks. It might be hottest field right now but most of still are really not sure what…
Apr 6, 2020
Apr 6, 2020
Daksh Trehan
Who uses Machine Learning and Why?So as discussed what exactly is machine learning? , now next step to know is who use machine learning and what’s exactly there purpose to…
Apr 6, 2020
Apr 6, 2020
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Level Up Coding
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Daksh Trehan
Relating Machine Learning Techniques to Real-Life.Explaining types of ML model as easy as it could be.
Apr 22, 2020
Apr 22, 2020
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DataDrivenInvestor
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Daksh Trehan
Determining perfect fit for your ML model.Teaching Overfitting vs Underfitting vs Perfect fit in easiest way.
Apr 25, 2020
Apr 25, 2020
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Towards AI
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Daksh Trehan
One-Line, Magical Code to Perform EDA!One line solves all your problems!
Apr 24, 2021
Apr 24, 2021
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Towards AI
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Daksh Trehan
Start-off your ML journey with K-Nearest Neighbors!Detailed theoretical explanation and scikit-learn implementation with example!
Jun 27, 2020
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Jun 27, 2020
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Towards AI
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Daksh Trehan
Linear Regression ExplainedExplaining Linear Regression as easy as it could be.
May 7, 2020
May 7, 2020
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Towards Data Science
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Daksh Trehan
Gradient Descent ExplainedA comprehensive guide to Gradient Descent
May 22, 2020
May 22, 2020
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Towards Data Science
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Daksh Trehan
Logistic Regression ExplainedExplaining Logistic Regression as easy as it could be.
May 14, 2020
May 14, 2020
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Towards AI
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Daksh Trehan
Supporting the Math Behind Supporting Vector Machines!A quick tour to SVM constituting mathematical & theoretical explanation along with from the scratch implementation.
Jun 30, 2020
Jun 30, 2020
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Towards AI
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Daksh Trehan
Why Choose Random Forest and Not Decision TreesA concise guide to Decision Trees and Random Forest.
Jul 2, 2020
Jul 2, 2020
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Towards AI
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Daksh Trehan
Natural Language Processing: What, Why, and How?A complete beginner’s handbook to NLP
May 4, 2021
May 4, 2021
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Towards AI
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Daksh Trehan
Clustering : What it is? When to use it?A comprehensive guide to K-Means, K-Means++ and DBSCAN.
Jun 28, 2020
Jun 28, 2020
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Towards AI
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Daksh Trehan
Diving Deep into Deep LearningAn Unconventional guide to Deep Learning
Jul 17, 2020
Jul 17, 2020
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Towards AI
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Daksh Trehan
How do GPUs Improve Neural Network Training?What GPU have to offer in comparison to CPU?
Jun 20, 2021
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Jun 20, 2021
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Towards AI
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Daksh Trehan
Convolutional Neural Networks for DummiesA perfect guide to Convolution Neural Networks
Jul 24, 2020
Jul 24, 2020
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Towards AI
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Daksh Trehan
Recurrent Neural Networks for DummiesA perfect guide to Recurrent Neural Networks
Jul 30, 2020
Jul 30, 2020
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Towards AI
by
Daksh Trehan
Reinforcing the Science Behind Reinforcement LearningDummies guide to Reinforcement learning, Q learning, Bellman Equation.
Aug 20, 2020
Aug 20, 2020
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Towards AI
by
Daksh Trehan
Understanding LSTMs and GRUsA perfect guide to Long Short term Memory & Gated Recurrent Units.
Aug 6, 2020
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Aug 6, 2020
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