The regression model uses supervised learning
There are 3 types:
2. Supervised ML — data is labeled, we know what we want to predict
3. Unsupervised ML — data is unlabelled, we’re looking for patterns
Linear regression is a machine learning algorithm based on supervised learning that performs a regression task.
We will be creating a straightforward linear regression model to get you started with machine learning!
Import required libraries like pandas, NumPy etc.
Planning on hiring employees? What technology do you think they should know to further better your company?
Well a good way to predict what technologies are up and coming is by using the Stackindex app created by our team of researchers.
Stackindex is an app that will tell you how a particular technology will do in the next year or so. It uses Stack overflow’s community support of the particular technology to predict which technologies will be more in trend in the up coming year.
Want to try it out yourself?
It will give you a good idea on how you can save yourself from the hassle of dealing with out dated technology.
We are working on our official paper publication so do stay tuned for that!
Raja CSP Raman
Here are a few basic Linux commands that we should all know!
To install Streamlit in your environment, type in the following command:
pip install streamlit
Once you have your app ready, use the following command to run it:
streamlit run app.py
Now, when running the app in your localhost, the app works just fine but when we tried to deploy it, we ran into the following issue:
main.0a886398.chunk.js:2 Uncaught Error: Unsupported state transition.
Here are the steps to set up R:
Run the following commands in your terminal:
Then open up your Visual Studio Code and follow below steps:
Here are some important features offered by AWS:
AWS Compliance Programs: Amazon gets tested by many compliance programs. These can be global or not.
AWS Artifact: Comprehensive list of cross-controlled documents relevant to compliance and security in the AWS cloud.
AWS Shared Responsibility Model:
While AWS manages the security of the cloud, security in the cloud is the responsibility of the customer. Customers retain control of what security they choose to implement to protect their own content, platform, etc.
S3 is a Simple Storage Service that is secure, durable, and highly scalable. Static files such as images, videos, text, etc can be uploaded. You can’t store databases as they are always changing. Files can be from 0 bytes to 5TB and S3 offers unlimited storage. Files are stored in something called a bucket. (In simple terms, a bucket is basically a folder in the cloud)
S3 is a universal namespace, that is, names of the buckets must be unique globally. When you upload a file to S3, you will receive a HTTP 200 code if your upload was successful.
Chrome has always been the browser that we go to as soon as we open our laptops. But let me introduce you to a whole other world of convenience. * clears throat * Brave. I’ve been using brave for two weeks now and it is honest to God the best browser I’ve come across.
Let me start with the main reason I ditched Chrome for Brave.
Be it YouTube, or Spotify, or any other website, Brave blocks it all. It is an iron wall that keeps you away from ads, which also, surprise! surprise! increases your productivity. During…