Overview of Data Analysis
Akshay TekamBefore data can effectively convey a narrative, it must undergo a process that renders it suitable for storytelling. Data analysis encompasses the identification, cleaning, transformation, and modeling of data to…
Understanding KPI in Power BI
A Key Performance Indicator (KPI) is a visual signal that conveys the degree of advancement achieved in reaching a quantifiable objective. For those involved in analytics, the term KPIs (Key…
An Introduction to Power BI
Power BI serves as a platform designed for connecting, visualizing, and collaborating on data among users. It functions as a business analytics and data visualization tool, Power BI takes data…
All Essential Data Analysis For ML on a Dataset
“Data is the new oil” is a famous saying nowadays. So, how we can use this data to solve our business problems? Yes, we can get some useful insights from…
Convert Speech to Text in Python
Speech recognition systems use various algorithms and techniques to interpret the acoustic patterns of speech and map them to corresponding text representations. This technology which converts spoken language into written…
Convert Text to Speech in Python
To convert text to speech in Python, you can use the gTTS API, or pyttsx3 library, which is a Text-to-Speech (TTS) engine that works offline. There are number of APIs…
What is Simple Linear Regression in Machine Learning
In simple words, simple linear regression is finding the best fit line for one input and one output variable and predict the output value for each given input data. Here…
EDA using Bivariate and Multivariate Analysis
These techniques allow you to identify relationships, dependencies, and interactions between variables in your dataset. We have already seen univariate analysis in previous article. Here we will explore more on…
EDA using Univariate Analysis
Univariate analysis helps to understand the distribution, central tendency, dispersion, and other key characteristics of each variable in your dataset. It is nothing but analysis of a single column. Univariate…
Understanding your Data in Machine Learning
Understanding data is a critical step in machine learning. Before developing and training a model, it's essential to gain insights from our data we're working with. In this article I…