Computer vision in Healthcare and Diagnostic

Computer Vision in Healthcare and Diagnostic-weclouddata

The emergence of Artificial Intelligence (AI) has revolutionized the healthcare sector.  Key applications include disease diagnosis and drug discovery. Computer Vision (CV) is one of the growing modern AI technologies.  Computer vision in healthcare applications are vast and growing, from detecting cancerous tumors to assisting in robotic surgeries. Let’s learn more about the power of […]

NLP Project Life Cycle: A Case Study on Automated Resume Screening

NLP Project Resume Case study-weclouddata

Natural Language Processing (NLP) has transformed technology by allowing machines to understand, decode, and generate human language. NLP plays a crucial role in multiple domains and NLP projects ranging from it’s automating customer service, improving search engines, or analyzing social media sentiments. In this blog, we will use a case study-Automated Resume Screening to understand […]

Introduction to SQL

Introduction to SQL

SQL(Structured query language ) is a domain-specific programming language for processing and storing information in a relational database. A relational database organizes data into tables and defines relationships between these tables to ensure efficient information retrieval. SQL is widely used in database administration, data analysis, and software development, making it an essential skill for tech […]

What is Computer Vision

What is Computer Vision

Have you ever wondered how Snapchat and Instagram face filters track your facial expressions and add fun animations in real-time? Or how does your phone’s Face ID unlock automatically, even if you change your glasses or hairstyle? Computer Vision is the power behind all of such applications. Computer vision is the field of AI that […]

Data Analytics vs. Business Analytics vs. Business Intelligence: What’s the Difference?

Data Analytics vs. Business Analytics vs. Business Intelligence: What’s the Difference?-weclouddata

Everything revolves around data. Organizations use insights extracted from the data to make informed decisions. The modern data world is complicated, as multiple terms or titles are given to distinct roles and purposes. Business Analytics, Data Analytics and Business Intelligence​ are the terms that are used interchangeably but all of these have their distinct responsibilities […]

Life Cycle of Data Science Project

optimized Data Science Life Cycle-weclouddata

The world is becoming increasingly dependent on data, about 2.5 quintillion bytes of data are generated every day. Data is shaping our decisions, from personalized shopping experiences to checking weather forecasts before leaving home. All of these data science applications have a life cycle to follow. The data science lifecycle of a project outlines the […]

AI Agents: Types, Role, and Use Cases

AI Agents: Types, Role, and Use Cases-weclouddata

AI or Artificial Intelligence agents are software programs that can interact with their environment, collect data, perceive, learn, and perform actions based on their environment. AI agents have practical applications in multiple domains, they can be virtual assistants like Google Assistant, Chatgpt and Siri, or complex simulations in healthcare. They enhanced the power of generative […]

What is Natural Language Processing(NLP)?

What is Natural Language Processing(NLP)?-weclouddata

Has this thought ever crossed your mind about how ChatGPT, Gemini, DeepSeek, or Microsoft Copilot can understand and respond to you like a human? You may have questions and curiosity about how these tools work and the driving force that makes it possible to mimic human intelligence. To satisfy your curiosity we will give you […]

Sentiment Analysis

Sentiment analysis -weclouddata

Sentiment analysis is the process of analyzing textual data to check its emotional tone i.e.; whether it expresses a positive, negative, or neutral sentiment. Companies have massive amounts of data about their customers from emails and posts of X to feedback, online survey responses, reviews, and chats with customer service representatives. These data can be […]

The Importance of Data Visualization in Analytics

The Importance of Data Visualization in Analytics-Weclouddata

Data is the most powerful weapon in today’s world. Everything works around the data. But data alone is not enough to empower businesses to make data-driven decisions. We need data visualization to make sense of data and understand it to make informed decisions. Data visualization means transforming complex data into visual aids like charts, graphs, […]

Textual Data Wrangling with Python: A Step-by-Step Guide

Textual Data Wrangling with Python-weclouddata

Welcome back to our Data Wrangling with Python series! In the first blog of the data wrangling series, we introduced the basics of data wrangling using Python. We work on handling missing values, removing special characters, and dropping unnecessary columns to prepare our dataset for further analysis. Now, the next step is to deeply explore […]

Introduction to Data Wrangling with Python -Part-1

Introduction to Data Wrangling with Python

Imagine you’re a data scientist or data analyst working for an airline. The marketing team noticed that there is a lot of feedback posted on X. The airline’s reputation is at stake as customer satisfaction is very important. They consult you to analyze the sentiment of posts to understand what’s going wrong and how to […]

Data Scientist vs Machine Learning Engineer

Data Scientist vs Machine Learning Engineer-weclouddata

Data scientists and Machine Learning engineers are both hot careers to follow with the recent advancement in technology. Both of these domains, data scientist vs machine learning engineer, are in high demand in any data-driven organization. Although data scientists and ML engineers share common ground in building models and handling data, they have differences in […]

What is Data Science

What is Data Science?

Data is the new Gold . Everyday we use and generate data more than we  often realize. Data is shaping our decisions, from scrolling through personalized social media feeds to checking weather forecasts before leaving home. Behind the scenes, Data Science powers  banking apps to detect suspicious activity or when you get personalized recommendations on […]

Install and Run Containers on Linux Virtual Machines – LXD/LXC

Objectives This tutorial is one part of a containers series of tutorials that will walk the reader through installation of tools that can run applications in containers. By the end of these tutorials the reader will be able to Install services (container engines) that can run containers using tools such as LXD/LXC, Docker, or Podman. […]

Launch Linux Virtual Machines with Multipass

Objectives The following tutorial will demonstrate how to use a convenient tool from Canonical called Multipass to launch Ubuntu Linux virtual machines with ease Prerequisites Linux, MacOS or Windows Operating System Minimum 4 GB RAM (8 GB preferred) Introduction Linux is an essential building block in almost all IT ecosystems powering web servers, mobile phones […]

Install and Run Cockpit on Linux Virtual Machines

Objectives This tutorial will walk you through installing the user-friendly Linux sysadmin web console tool Cockpit Prerequisites Installed Linux OS (this tutorial uses the Debian-based Linux distro Ubuntu) Introduction Linux is extremely useful and powerful but due to its flexibility, extensibility, and versatility as an operating system with a plethora of utilities, it can be […]

Data Science Tips & Teaching Methodology from an Instructor

This blog post was written by WeCloudData’s Data Science Instructor, Vinny Nguyen. Hi! I’m Vinny and I’m a data science instructor here at WeCloudData. I’d like to tell you a little about my journey through data science, some tips I’ve learned along the way, and how that influences our teaching methodology here at WeCloudData. Transitioning […]

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