Akash's Projects
This is an linear approach machine learning model used to predict the values of variable(dependent) based on other variables(independent).
It is an network of neurons that make up a human brain, so that machine can able to learn things and make decision like humans. This deep learning model is more flexible for regression and classification problems(linear & non-linear), susceptible to overfitting.
This is an key things has to be checked while analyzing the data's.
Is a deep neural network, most commonly applied to analyze visual images.
A simple Dashboard report of Customer ageing analysis using Power BI.
This machine learning model makes, grouping a set of objects in such a way that objects in the same group(cluster) are more similar to each other than other groups(clusters).
Technique(time-based model) that uses historical data as inputs to make informed estimates that are predictive in determining the future trends.
A very specific type of probability tree that enables you to make a decision on certain process(chance event outcomes, resources cost, utility).
Power BI report created for Job application tracking(HR analysis) under certain requirements. note: Flat file converted into Star Schema(Data modelling).
Created an simple an Dashboard report of startups layoff in India 2023 using the data from kaggle.
Power Bi report created for KPI analysis of an Industrial machines under certain requirements.
It visually elaborate about the loan disbursements analysis under certain requirements.
This is an contrast of linear regression model, used to examine the association between the independent variable(category or contineous) with dependent variable(binary), which is an discrete outcome.
This python project will recommend the movies which is quite similar to a top rated movie based on co-relation function.
It's an simple probabilistic classifiers based on applying Bayes theorem with strong independence assumptions between the features. Highly effective for text sequence oriented data(independent variables).
It's helps computer communicate with humans in their own language and scales other language-related tasks.
This is an simple report of covid-19 India during the month of may2021 using power BI tools.
It enable learning method for classification, regression and other task. Operates by building multiple decision tree ay training time. It is much more robust than Decision Tree algorithm.
Power BI report created for Restaurant sales analysis under certain conditions and requirements.
This Power Bi report created based on sales Analysis under certain requirements.
Basic python and Deep learning - 7 days hands on bootcamp
This SQL codes might useful for creating a simple Database, by creating a multiple tables.
This is an sales Dashboard project created using Power Bi of an supermarket sales data. Simple Descriptive Analysis.
It's an linear model for classification and regression problems. It can solve non-linear problems by creating a hyperplane which separates the data into classes using KERNAL .