Summary of Community Discussion -19th July
The chat conversation in the Artificial Intelligence community mainly focused on the topic of LLMA 2 and its implications […]
Generative AI: The Game-Changer that Will Transform You
Are you ready for the next big thing in artificial intelligence? Look no further than generative AI, a technology that […]
Attention Span in Learning Data Science & AI
1. Introduction 2. What is Attention Span? 3. Factors Affecting Attention Span 4. Attention Span in Learning 4.1 Attention Span […]
Standardization Statistics: Understanding and Applying
Standardization plays a crucial role in statistics, providing a framework to make data comparable, interpretable, and analytically meaningful. It allows […]
Understanding the Chi-Square Test: A Comprehensive Guide
The Chi-square test is a statistical method used to analyze categorical data and determine if there is a significant association […]
The Power of Statistical z-test: Unveiling the Hidden Truths in Your Data
In the field of statistics, hypothesis testing plays a crucial role in making data-driven decisions. The z-test is a fundamental […]
Unlocking Insights: The Power of Statistical t Tests in Data Analysis
Statistical analysis plays a vital role in making sense of data and drawing meaningful conclusions. One commonly used statistical test […]
Understanding P Value: Definition, Calculation, and Interpretation
As a statistician or researcher, you’ve probably come across the term “p-value” at some point in your work. But what […]
Outliers Statistics
Outliers refer to the data points that differ significantly from the other data points in a data set. Outliers can […]
Interquartile Statistics: Understanding the Basics and Applications
Interquartile statistics, also known as the middle 50% or the midspread, is a measure of dispersion that is based on […]
Empirical Rule: Understanding the Three Sigma Rule in Statistics
As we go through life, we often encounter situations that involve statistics. Whether it’s calculating a batting average, determining […]
Z Score Statistics: Understanding the Basics
If you are familiar with statistics, then you may have heard of the term “Z-score”. But what exactly is […]
Normal Distribution: Understanding the Bell Curve
If you’ve ever seen a graph that resembles a bell-shaped curve, then you’ve encountered a normal distribution. This type of […]
Standard Deviation: Understanding and Calculating
If you have taken any statistics course, you might have come across the term “standard deviation.” Standard deviation is a […]
The Importance of Understanding Range in Various Fields
As a term, “range” refers to the scope or extent of something, whether it is a physical distance, a measurable […]
Bayesian Statistics: Understanding the Fundamentals and Applications
Bayesian statistics is a method of statistical inference that has gained significant attention in recent years, especially in the field […]
Correlation: Understanding the Relationship Between Variables
When we conduct research or analyze data, one of the most important concepts we consider is correlation. Correlation refers to […]
ANOVA: Understanding the Basics of Analysis of Variance
As a statistical method used to analyze data, ANOVA (Analysis of Variance) is one of the most widely used statistical […]
Statistical Tests: Understanding Their Significance and Types
Are you puzzled by the term “statistical test”? Do you find it difficult to interpret statistical data? Statistical tests are […]
Hypothesis Testing: Understanding the Basics, Types, and Importance
Hypothesis testing is a statistical method used to determine whether a hypothesis about a population parameter is true or not. […]
SQL Sub Queries: An In-Depth Look at Their Uses and Limitations
Structured Query Language, or SQL, is a programming language used to communicate with databases. It is used to retrieve, update, […]
Understanding SQL CTE: A Comprehensive Guide for Beginners
If you’re just starting to learn SQL, you might have come across a term called “CTE.” CTE stands for Common […]
Confidence Interval: An Introduction
When making decisions or conducting research, it is essential to determine the reliability of the results. One way to do […]
Central Limit Theorem: Understanding the Foundation of Statistical Inference
The Central Limit Theorem (CLT) is one of the most important concepts in statistics, probability theory, and data analysis. It […]
Advanced SQL Windows Function Techniques
While basic SQL windows functions can be powerful, there are also more advanced techniques that can be used to gain […]
SQL Window Function: An Introduction
If you’re working with data using SQL, chances are you’ve come across the term “windows function”. While it may seem […]
Python Structures: A Comprehensive Guide for Developers
Python is a versatile programming language that is widely used by developers around the world. One of the key features […]
Python Data Types: Understanding the Fundamentals
Introduction Python is a dynamically typed language, which means that variables don’t need to be declared with a specific data […]
Mastering SQL Joins: Combining Data from Multiple Tables
Structured Query Language (SQL) is a powerful tool used for managing data in relational databases. One of the key features […]
SQL Aggregation: An Essential Guide to Data Summarization
SQL aggregation is a vital aspect of data summarization and analysis. It allows users to perform calculations and summarizations on […]
SQL Data Filtering Made Simple: Learn How to Filter Your Data with Ease
Are you new to SQL and looking to learn the basics of data filtering? Data filtering is an important concept […]
SQL Functions: An Introduction
SQL functions are a powerful tool that every developer, data analyst, and data scientist should have in their toolkit. Functions […]
SQL Operations: Understanding the Basics and Beyond
Structured Query Language (SQL) is a programming language used to manage and manipulate relational databases. It is used to perform […]
SQL Query Structure: A Comprehensive Guide
Structured Query Language, or SQL, is a powerful tool that enables users to manage, manipulate, and query data in relational […]
Sample & Population Statistics: Understanding the Basics
Sampling and population are important concepts in statistics that are used to draw conclusions about a group based on a […]
Measure of Spread: Understanding Variability in Data
When we think of data, we often think of it in terms of its central tendency – the average or […]
Central Tendency Statistics: Understanding Mean, Median, and Mode
In statistical analysis, central tendency measures are used to summarize a dataset by providing a representative value that is easily […]
Important Terms in Amazon SageMaker for ML
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to build, train, and deploy machine learning models […]
Roadmap to get your First Data Job
A career in data can be incredibly rewarding, as it allows you to work with and analyze large sets of […]
Online Courses Released
Excel Mohammad Arshad Master Excel for Business Lifetime access Beginner 8 lessons 1 quiz 111 students Excel for Data Science […]
AI Framework for Beginners: TensorFlow
TensorFlow is one of the most popular deep learning frameworks out there. And what makes it particularly appealing is its ecosystem. So you […]
Basic Statistical Tests
This is an introduction to the two of the most used Statistical Tests, t-test and Chi-square test, and when we need to use […]
Type 1 & Type 2 Error
In hypothesis tests, we’ve always set up a null hypothesis and an alternative hypothesis. The null hypothesis might state […]
Hypothesis Testing Decoded
Take this statement as an example. A study found that the average urban Indian between the ages of 18- 24 checks […]
What is Machine Learning?
Machine learning is all around us. From antilock braking systems to autopilot systems in airplanes and cars, smart speakers, serve […]
How much Maths & Statistics knowledge is required to excel in Data Science?
This is the toughest part of DataScience and many aspirants get overwhelmed by vast topics and concepts in statistics. I […]
Data Science Explained!
Data science is a technique that applies all these particular parts and techniques (Machine learning and deep learning) and uses some […]
Ways to learn Data Science
Suppose you are giving an exam for a particular subject, take statistics as an example in your degree college, and […]
Regression Analysis
Regression Analysis captures the relationship between one or more response variables (dependent/predicted variable – denoted by Y) and its predictor […]
k means clustering explained with an example
k means clustering is a unsupervised machine learning algorithm , you will use it to create clusters based on what […]