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 […]
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 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 […]
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, […]
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 […]
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 […]
The world is becoming increasingly reliant on data, about 2.5 quintillion bytes of data are generated every day and that’s a great sign for anyone interested in a data-driven career. There are many career paths related to data including data scientist, data analyst, ML engineer, AI engineer, BI engineer, and many more. This blog focuses […]
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 […]
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 […]
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. […]
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 […]
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 […]
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 […]
This blog post was written by WeCloudData’s Data Science Instructor, Tianshu Luan. “To get the best result, students and faculty should work together to find the correct method of learning.” About Me I am a career switcher to the data scientist role. I graduated with a Bachelor of Education degree and was teaching Mathematics and […]
This blog post was written by WeCloudData’s Assistant Instructor and Program Manager, Sonia Chhay. Hi, my name is Sonia and I am a Data Science (DS) Assistant Instructor (for the full-time program) and Program Manager at WeCloudData. During my undergrad at UofT, I majored in Statistics & Cognitive Science and was a teaching assistant (TA) […]
Data Engineering Series #1: 10 Key tech skills you need, to become a competent Data Engineer. Data Engineering Series #2: Cloud Services and FOSS in Data Engineer’s world “Open Source (OSS) frameworks have improved the quality of Big Data processing with its diverse set of tools addressing numerous use cases In fact, if you are a […]
Bridging the gap between Application Developers and Data Scientists, the demand for Data Engineers rose up to 50% in 2020, especially due to increase in investments on AI based SaaS products. After going through multiple Job Descriptions and based on my experience in the field , I have come up with the detailed skill sets to […]
The newest article by Taylor Nichols on switchup shows that the move to online was more popular than people thought it would be. Turns out change can bring new opportunities and be great! Last Updated: September 21, 2020 Click on the link below and check out the article for yourself! https://www.prweb.com/releases/switchups_new_coding_bootcamp_rankings_offer_chance_to_boost_skills_and_career_opportunities_during_pandemic/prweb17413105.htm Key Insights Remote tools and […]
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