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Tinniam V Ganesh
281 followers -
Visionary, thought leader and pioneer with 27 years in the software space. I am interested in Telecom, Distributed Systems, Artificial Intelligence, Computer Vision, Cloud computing, Mobile apps, Economics and History.
Visionary, thought leader and pioneer with 27 years in the software space. I am interested in Telecom, Distributed Systems, Artificial Intelligence, Computer Vision, Cloud computing, Mobile apps, Economics and History.

281 followers
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Check out my latest post 'Deep Learning from first principles in Python, R and Octave-Part 5', in which I solve the famed MNIST dataset of handwritten digits, by building a L-Layer Deep Learning Network from scratch.The MNIST dataset has 60000 handwritten digits from 0 -9 and the problem is to classify the digits correctly. MNIST is considered the 'drosophila' of Deep Learning. I achieve around 93% accuracy, which can be improved by further tweaking the DL network's parameters. The L-Layer Deep Learning network is implemented in Python, R and Octave from the basics. Check it out! #deeplearning #mnist #R #python #octave #softmax
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Take a look at my 3rd and final presentation "Machine Learning in plain English-Part 3". In this 3rd part, I discuss the intution behind SVMs, B-Splines, Decision Trees, Random Forests and Gradient Boosting. Finally I also touch on Unsupervised learning methods like PCA & K Means. As in my earlier presentations there is no math or programming in this presentation. #SVM #Bsplines #DecisionTrees #RandomForest #PCA #KMeans
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