Ramgopal Prajapat:

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Setting up MYSQL instance on GCP and Learning SQL Ram - Jan 28, 2021
In this blog, we will set up MYSQL instance on Google Cloud (GCP) and connect MySQL Workbench to GCP MYSQL Instance. In the part two, we will design a simple database schema for a retail scenario and create the list of tables. Also, we will load CSV files to the …
SQL Scenarios for Practice and Learning Ram - Jan 28, 2021
In the previous blog, we have covered MYSQL database design for retail scenario, create table structure and import CSV data into these tables. Also, we have covered 10 SQL scenario to learn the basics of SQL programming for Data Analytics. In continuation of that, we are adding 11 more scenarios …
K Means Clustering Examples and Practical Applications Ram - Jan 07, 2021
In this blog, a list of real life scenarios of K Means Clustering Applications are discussed. There are list of real world examples and with a list of features to be used for K Means clustering.
Decision Tree: A statistical and analytical tool for effective decisions Ram - Dec 28, 2020
A decision tree is a hierarchical or tree-like representation of decisions. A Decision Tree is a technique to iteratively break input data (or node) into two or more data samples (or nodes). And this recursive partitioning of input data (or node) continues until it meets specified condition(s). A Decision Tree …
Cox Regression - Survival Modeling Ram - Dec 19, 2020
In this blog, the focus is on Cox Proportional Hazards (PH) model. The Cox Proportional hazard model is also referred to by the Cox Model, Cox Regression, or Proportional Hazard Model. Cox Model is used for the analysis of Survival data and finding out the relationship between Survival Time and …
CHAID Decision Tree: Reverse Mortgage Loan Termination Example Ram - Dec 16, 2020
Reverse Mortgage Loan (RML) enables Senior Citizens to avail of periodical payments from a lender against the mortgage of his/her house to supplement their income while remaining the owner and occupying the house. Interest on the payments availed will be accumulated. One of the types of A reverse mortgage is …
Customer Life Cycle and Customer Retention Management Ram - Dec 11, 2020
The Customer Life Cycle typically has 3 phases –Acquisition, Growth, and Retention. Customer Acquisition: Focus is targeting & reaching out to prospects, explaining to them about the products and services, and on-boarding the customers. Customer Development/Build/Growth: In this phase, organizations leverage the existing relationship for growing the engagement with newly …
Facial Emotion Recognition using Deep Learning Ram - Nov 25, 2020
Found facial expressions of emotion are not culturally determined, but universal across human cultures and thus biological in origin. The 6 basic human emotions are anger, disgust, fear, joy, sadness, and surprise. Reference Source. In this blog, we aim to build a deep learning-based human facial emotion classifier. For building …