6 Days Workshop-Live End To End Data Science With MLOPS

6 days Live End To End Data Science With MLOPS (17-08-2024 10am-1pm IST)

In this data science project, you will build a machine learning system which will be able predict whether the website is phising or not. This project will be very usefull for cyber security domain where spam or malicious websites can be sorted based on the certain indicators. As we know that internet is getting very accessible to everyone by the day, in the similar rate spam or malicious website who cheated people or cause fraud to lot of people, so search engine companies like Google, Microsoft, Brave, etc have to detect a block such website, the end user does not land up in the malicious website, we can also consider like the feature of safe search in Google Chrome or similar search engines.

Since the number of websites in the internet, very very huge and increasing a lot faster pace, these companies have to problem of keeping track of these kind of websites and block them. So in order to solve these issues, we can use machine learning techniques to analyze patterns in malicious website and through some cyber security domain knowledge, we can build a machine learning system, to predict whether a particular website is malicious or not.

In this Session we will be covering

1. Building End To End Machine Learning Projects

2. Covering MLOPS Tool- Github Action,MLFLOW,AirFlow, TerraForm

3. Building Industry Grade Project For Resumes

4. Covering Deployment Techniques With AWS

5. Covering Dockers and Kubeflow

Prerequisites:

1. Machine Learning

2. Goods hands on with Python programming language

3. Knowledge Of Git and Github

4. Knowledge of Building Atleast some projects