DevOps, as the name says, is an ideal collaboration between Development and Operations. DevOps fosters the culture of collaboration between software development team and IT team.
Continue reading “Free Online Webinar DevOps by CloudxLab”Covid-19 has been declared as a global pandemic. If you are interested to analyse the data by yourself, please follow the instructions below.
The data is made available to everyone at the locations given below.
The data files are in the form of four metrics and are available to download here:
Total confirmed cases:https://cowid.netlify.com/data/total_cases.csv
Total deaths:https://cowid.netlify.com/data/total_deaths.csv
New confirmed cases:https://cowid.netlify.com/data/new_cases.csv
New deaths:https://cowid.netlify.com/data/new_deaths.csv
The full dataset is available to download here:http://cowid.netlify.com/data/full_data.csv
In your Jupyter notebook, please follow the instructions given below. To avoid installations of Jupyter or any library, you can simply use CloudxLab – it gives 15 days free subscription.
Import the Pandas library
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import pandas as pd |
Now, load the data into a DataFrame
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dataframe = pd.read_csv('http://cowid.netlify.com/data/full_data.csv') |
Once the data has been loaded, you can perform various operations on it. Please see the image attached below to get an idea of the entire process.
The code for this is available here: https://github.com/cloudxlab/covid19/blob/master/Covid-19.ipynb
This is a quick hands-on project based on AI to find the celebrity that looks like you.
CloudxLab conducted a successful webinar on “Introduction to Machine Learning” on the 15th of October, 2019. It was a 2-hour session in which the instructor explained the concepts based on Understanding Computer Vision with Deep Learning.
More than 250 learners around the globe attended the webinar. The participants were from countries namely; United States, Canada, Australia, Indonesia, India, Thailand, Philippines, Malaysia, Macao, Japan, Hong Kong, Singapore, United Kingdom, Saudi Arabia, Nepal, & New Zealand.
Continue reading “Understanding Computer Vision with Deep Learning – Free Webinar”
Electronics & ICT Academy, part of the IIT Roorkee, is an initiative of Ministry of Electronics and Information Technology (MeitY), Govt. of India.
The E&ICT Academy IIT Roorkee conducts short courses and Faculty Development Programmes (FDP) in the emerging areas to enrich and upgrade subject knowledge and technical skills benefiting faculties, working professionals and Govt. employees.
Every day the world is advancing into the new level of industrialization and this has resulted in the production of a vast amount of data. And, at initial stages, people started considering it as a bane, but later they found out that it’s a boon. So, they started using this data in a productive way. Big data and machine learning are terminologies based on the concept of analyzing and using the same data. Let’s get into more details.
Continue reading “Big Data vs Machine Learning”
RACE360, an Emerging Technology Conference 2019 (Powered by The Times of India) is happening on Wed, Aug 28th at The Lalit Ashok, Bengaluru. It is presented by REVA University, Bengaluru (REVA Academy for Corporate Excellence (RACE)).
Continue reading “CloudXLab is proud to sponsor RACE360 as a Technology Partner.”The emergence of Artificial Intelligence has played an essential role in revolutionizing the technical industry. According to many people, Artificial Intelligence is something that makes their work easy; well, it is just one of the qualities of Artificial Intelligence.
According to Wikipedia, Artificial Intelligence “is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans.”
Artificial intelligence can be categorized into several stages, depending upon the role they play. In this article, we will go through all of these stages, including their real-world application.
Henry Ford (Founder of Ford Motor Company) once said- “The only worse thing than training your employees and having them leave is not training them and having them stay”.
Most organizations face this dilemma and sometimes choose not to upskill their workforce only to impede its own growth and relinquish opportunities of gaining competitive advantage. While organizations actively promoting workforce learning & development (L&D) often face indifferent employee behaviours to such initiatives. There are other concerns as well, such as- customised learning platforms, hands on learning, training quality, accreditation, post training support and what not……..
A few months back, I had presented results of my experiments with Fashion-MNIST using Machine Learning algorithms which you can find in the below mentioned blog:
https://cloudxlab.com/blog/fashion-mnist-using-machine-learning/
In the current article, I am presenting the results of my experiments with Fashion-MNIST using Deep Learning (Convolutional Neural Network – CNN) which I have implemented using TensorFlow Keras APIs (version 2.1.6-tf).
Continue reading “Fashion-MNIST using Deep Learning with TensorFlow Keras”
