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Showing posts from 2018

How do you do it

When it comes to business or any task for that matter, the sucess is nothing but hacking people. If you hack the right people and with right means, you are going to get what is right and the best of all rights. Just remember, never lie, never do injustice, never ever misuse anybody and dont do anything wrong. But never forget to do the right thing. Appreciate the right people. Don't lie, tell them that they are good and you appreciate their being so. Help all those with passion and dreams. Show them the right path, obviously, only if you know it. Or tell them what you think of it honestly. That's all. You will have an army people helping you in return. And that too people who are the best. Who won and benefitted from what you did to them and said to them. That's what a sucessful human has, good people around him. Not for selfish motives, but with aim to give it back to you. Remember, you gave them the best, they will too. So just keep doing the good.

Simple Tensorflow example on iris dataset

This one trains the DNN on iris and also create confusion matrix. Comments will help you know what is happening. === #imports from __future__ import absolute_import from __future__ import division from __future__ import print_function import tensorflow as tf import numpy as np import pandas as pd from sklearn.model_selection import train_test_split # Load data # Download it from here : https://archive.ics.uci.edu/ml/datasets/iris. Ensure that the categories are #labeled as Iris-setosa, Iris-virginica, Iris-versicolor and their column name as Species. iris = pd.read_csv("irisdata.csv") # explore what is loaded #print(iris.shape) #print(iris.head) # Convert the data type of columns to float32 type #print(iris.dtypes) #print(iris.iloc[:,0:4]) iris.iloc[:,0:4] = iris.iloc[:,0:4].astype(np.float32) #print(iris.dtypes) # encode the classes to numeric values iris["Species"] = iris["Species"].map({"Iris-setosa":0,"...

छान पाऊस यावा

छान पाऊस यावा आणि तू भिजलेल्या केसांनी माझ्या समोर उभी रहाविस तशीच त्या दिवसासारखी. हिरवी ओली पानं आणि ओघळणारे पाणी. अगदी तशीच सुंदर होतीस तू. तू पुन्हा तसंच समोर यांवस म्...

NLP Summer School at Hyderabad

9th Advanced NLP Summer School 2018 at IIIT Hyderabad, India 25th June - 07 July 2018 (Pre-Summer School  22nd-24th June 2018 ) The ninth IIIT-H Advanced Summer School on NLP (IASNLP-2018) will be held at IIIT Hyderabad from  25 June - 07 July 2018 . It will be a two-week school on Natural Language Processing with lectures and project guidance by internationally renowned researchers in the area. The summer school would be project oriented, where each of the participants will choose a project from a list in advance. During the summer school the participants will work, under the supervision of experts in the respective area, to come up with substantial advancement in their chosen project. Participants will get to present their project at the end of the school. Interested candidates may apply through ONLINE PORTAL from 27 April 2018 to 30th May 2018 . http://ltrc.iiit.ac.in/ iasnlp2018/ Confirmation to selected candidates will be sent by  5th June 2018 . PROJECTS AREAS: ...

Data Science Jobs

I keep on getting requirements for interns/candidate for jobs in the areas of NLP, Machine Learning, AI, Data Science from companies (actually friends working there, most of them lead these teams). Mostly such requirements that come to me, need candidates with strong technical skills in these areas and they prefer to recruit fresh/brialliant/0-1 year exprnc candidates. There are some with more than that experience requirements also. I don't do it for any commercial purpose and my intentions are to just help my friends and people looking for jobs in these areas. If you are interested in any of these openings below, please post brief about you https://goo.gl/forms/Ltgkc2bxhpQMpYlC2 and also mention the serial no of requirement. If your profile is suitable I will connect you to my friends. Otherwise, keep learning. I may not able to reply to all the queries, but I will surely refer genuine candidates. Serial No. 1 NLP intern at a Startup. Pune. Not paid. Chatbots, convers...