Linear Algebra in TensorFlow

Linear Algebra in TensorFlow (Scalars, Vectors & Matrices)

1 Comment / Machine Learning, Mathematics for Data Science

Linear Algebra in TensorFlow: TensorFlow is open source software under Apache Open Source license for dataflow which is frequently being used for machine learning applications like deep-neural-network to improve the performance of search engines, such as, Google, image captioning, recommendation and translation. For example, when a user types a keyword in Google’s search bar, it …

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Arrays in Python to Work with Scalars, Vector and Matrices

Scalars, Vector and Matrices in Python (Using Arrays)

Leave a Comment / Mathematics for Data Science

Arrays in python, are frequently used to work with scalars, vectors and matrices, a topic of today’s post. This post is continuation of linear algebra for data science. We use NumPy, a library for the python programming which allows us to work with multidimensional arrays and matrices along with a large collection of high-level mathematical …

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types of machine learning

4 Types of Machine Learning (Supervised, Unsupervised, Semi-supervised & Reinforcement)

Leave a Comment / Machine Learning

Machine learning is a subfield of Artificial Intelligence. The concept of machine learning originally started in 1959 by an American Arthur Samuel. He was an expert in the field of computer gaming and intelligent machines. In this post, we are going to discuss the types of machine learning. There are four major types of machine …

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7 commonly used machine learning algorithms for classification

7 Commonly Used Machine Learning Algorithms for Classification

1 Comment / Machine Learning, Machine Learning Algorithms

Generally, data is a set of factual information based on numbers, words, observations, measurements that can be used for calculation, discussion and reasoning. The rough dataset is the essential foundation of data science and it may be of diverse types, such as structured data and unstructured data and semi-structured. Structured data is formatted in tabular …

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how to do regression in excel

How to do regression in excel? (Simple Linear Regression)

Leave a Comment / ml algorithms

Performing regression analysis in excel is a very easy task. Before going towards practical, we recall the concepts of regression. Let’s describe it briefly. Regression is used for predictive analysis. It is used for finding the strength of predictors and forecasting an effect. Its most common type is linear regression. The linear regression can be …

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Support Vector Machine (SVM) in Python

Implementing Support Vector Machine (SVM) in Python

3 Comments / Machine Learning Algorithms

Machine Learning is the most famous procedure of foreseeing the future or arranging data to help individuals in settling on essential choices. The algorithms are trained over models through which they gain information from past encounters so as to make forecasts about what’s to come. There are three types of Machine learning i.e. supervised learning, …

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Machine-Learning-With-Python-A-Real-Life-Example

Machine Learning With Python – A Real Life Example

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In this article we are going to discuss machine learning with python with the help of a real-life example. Before we proceed towards a real-life example, just recap the basic concept of Linear Regression. Usually, Linear Regression is used for predictive analysis. It is a linear approximation of a fundamental relationship between two (one dependent …

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types of databases

What is database? 9 Different Types of Databases with Examples

Databases

What is database? A database is a repository, which effectively stores information, and this stored information can be retrieved by utilizing some particular programming language. A database is essentially an archive of information, which is formulated so as to help effective information storing. The database is a methodical gathering of information. Since open library stores …

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