Blog - Page 3 of 5

Setup Kaggle Notebook for Ml Experiments

Posted on February 5, 2020 by Sandeep Kumar

This hands-on guide will teach you to use the Kaggle Platform to start your own machine learning experiments. Kaggle.com is an online community of data scientists and machine learning practitioners and You can learn lots from other publically shared notebooks. We, at aitude.com, highly recommend thi...

Machine Learning

Basics of K-Nearest Neighbor Algorithm

Posted on February 5, 2020 by Surbhi Arora

K-NN or K-Nearest Neighbor works on the simple principle- “Birds of the same feather flock together.” K-NN is a Supervised Machine Learning Algorithm. It solves both Regression and Classification problems. And mostly used for Classification problems. It classifies the data points based on ho...

Machine Learning

SVM: Difference between Linear and Non-Linear Models

Posted on February 4, 2020 by Surbhi Arora

What are Support Vector Machines? SVM is a Supervised Machine Learning Algorithm which solves both the Regression problems and Classification problems. SVM finds a hyperplane that segregates the labeled dataset(Supervised Machine Learning) into two classes. Support Vectors These data points are clos...

Machine Learning, TensorFlow

Understanding TensorFlow Architecture

Posted on February 3, 2020 by Sandeep Kumar

This Guide gives you an overview of TensorFlow architecture which helps you in TensorFlow programming and think of what’s going on under the hood. You must have a solid understanding of its architecture to write high computational algorithms using the TensorFlow framework. What is TensorFlow T...

Machine Learning

Consume Azure Trained Model in Real-Time

Posted on January 31, 2020 by Sandeep Kumar

A well-trained machine learning model can make a web or mobile app smart enough to predict future actions and deliver content as per user interest. It can show what a user like to buy or read about. This all needs heavy computation and low latency. So we deploy our trained models as a web service [&...

Machine Learning

Linear Regression vs Logistic Regression – Key Difference

Posted on January 31, 2020 by Surbhi Arora

Both the Machine Learning Algorithms Linear Regression and Logistic Regression comes under the Supervised Machine Learning Technique. Since both the algorithms are of Supervised nature, therefore they use labeled dataset. The major difference between the two is how they have been used. Linear Regres...

Machine Learning

Building Machine Learning Models in Microsoft Azure

Posted on January 31, 2020 by Sandeep Kumar

This hands-on guide explains how to build a machine learning model using a drag-n-drop interface in Microsoft azure ml studio. Azure Ml is a very intuitive tool to run ml experiments without any programming and it turns out a very fast approach to solve a real-world problem using Machine Learning. M...

Machine Learning

Supervised Machine Learning Algorithms You Should Know

Posted on January 31, 2020 by Surbhi Arora

Introduction Imagine yourself as a first standard student sitting in a classroom wherein your teacher is supervising you, for instance, “this is a dog and this is a cat”. Similarly, in Supervised Machine Learning input is provided to a machine as a labeled dataset. Later, a model can learn from ...

Chatbots, Dialogflow, Node.js

Saving Intent Parameters from Dialogflow to CSV

Posted on January 29, 2020 by Sandeep Kumar

In this tutorial, let’s build a small inquiry chatbot in Dialogflow to ask the user’s information and save it into a CSV file. Once you understand this tutorial, you will be able to save data into a database or send it to third-party applications using the same concept. Building Inquiry ...

Dialogflow

How to Get Dialogflow API Credentials

Posted on January 29, 2020 by Sandeep Kumar

This post is a step-by-step guide to get Dialogflow API credentials for setting up authentication to send query messages and retrieve intents information using HTTP requests. Step 1 – Google Project ID When you create a Dialogflow agent, a Google Project is created automatically or you can cho...