Yearly Archives: 2021

Learning Complex Functions using Universal Approximate Theorem

2021-11-28T20:19:46+05:30November 28th, 2021|Categories: Complex Functions, Dense Neural Network, Sigmoid Functions, Uncategorized, Universal approximation Theorem|Tags: , , , , , |

Hello Friends, Welcome Back !! In today's article, we wanted to focus on one more important mathematical functions heavily used in Analytical Space - "COMPLEX [...]

Hidden Facts of Cross Entropy Loss in Machine Learning World !!

2021-11-10T21:22:55+05:30November 10th, 2021|Categories: Classification algorithms, Cross Entropy Loss, Deep Learning, Logistic Regression, Loss Function|Tags: , , , , , , |

Hello Friends, Welcome Back !! Once again i am excited to come up with another interesting topic in Deep Learning  or Machine Learning world - [...]

Making Statistical Inference Using Central Limit Theorem

2021-10-31T13:28:48+05:30October 31st, 2021|Categories: Applied Statistics, Central Limit Theorem, Confidence Interval, Distributions, Random Sampling, Sampling Process, Statisitcs, Statistical Inference, statistics|Tags: , , , , , , , |

Hello Friends, Welcome Back !! We are excited to deliver quality contents in Data Analytics field through our blog posts. We are talking lot about [...]

How to do Sampling through Random Sampling Process !!

2021-10-18T18:43:40+05:30October 17th, 2021|Categories: Applied Statistics, Random Sampling, Sampling Process, standard deviation, Statisitcs, statistics|Tags: , , , , , |

Hello Friends, Welcome Back !! Power of Statistics helps a data scientist to understand the data, make inference with greater confidence. Stats that are produced [...]

Applied Statistics – Using Binomial Distribution for Employee Attrition !!

2021-10-18T18:38:07+05:30October 11th, 2021|Categories: Applied Statistics, Binomial Distribution, Distributions, Random Variable, Statisitcs, statistics|Tags: , , , , , , |

Hello Friends, Welcome Back !! We continue our efforts to provide good articles that makes you to think & help in your professional career as [...]

Importance of Taylor Series in Deep Learning Models !!

2022-03-20T19:47:53+05:30August 8th, 2021|Categories: Deep Learning, Gradient Descent, Loss Function, Mathematics, Optimization, Taylor Series, Trigonometry|Tags: , , , , , , |

Hello Friends, Welcome Back !! I took some time to choose an interesting topic for our readers to benefit.  We have been  talking around in general topic related to [...]

Introduction to Collection Principles and applications in Analytics!!

2021-07-29T21:51:53+05:30July 29th, 2021|Categories: Collections, counting principles, multiplication rule|Tags: , , , , , , |

Hello Friends, Welcome Back !! Previous article we saw the founding principles of Counting. Click here for the article --> Fundamental Counting Principles - why we need for Analytics. [...]

Deep Learning on Types of Activation Functions !!

2021-04-12T08:07:57+05:30April 12th, 2021|Categories: Activation Functions, Deep Learning, Pytorch, Tensorflow|Tags: , , , , , |

Hello Friends, Welcome Back !! Hope you are enjoy reading our articles. Today we are back with another important and interesting articles on "Deep Learning Activations Functions". Deep learning [...]

Step by Step Interview Guide on Decision Tree Algorithm

2021-03-28T17:52:49+05:30March 28th, 2021|Categories: Analytics, Decision Tree Algorithm, Machine Learning, Supervised Machine Learning|Tags: , , , , , |

Hello Friends, Welcome Back !! We are writing series of Interview preparations guides on Machine Learning / Artificial Intelligence topics. We have already wrote about regressions. Refer the article [...]

Step by Step Interview Guide on Logistic Regression Algorithm !!

2021-03-27T07:42:42+05:30March 26th, 2021|Categories: Interview Guide, Logistic Regression, Machine Learning, Regression, Uncategorized|Tags: , , , , |

Hello Friends, Welcome Back !! In series of our Interview preparations guides on Machine Learning / Artificial Intelligence topics, last article we saw about Linear Regression. Refer the article [...]

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