Prathik Shetty
DevRel @RisingWave
Mumbai, India
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Hello folks , i am Prathik Shetty an articulate AI & ML developer, running a community of developers and educating peers on latest trends in technology. I am also an active open source advocate and contributing in a number of communities. I have participated in lot of hackathons and have quite an experience on building machine learning solutions. Some of my projects are a reverse image search recommender, Research paper recommender, AI analytics in crime , web app for disaster management, etc. I am keen on sharing my experience in AI ML sector.
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AutoML + Cloud: The future of machine learning
Our discussion will focus on why modern applications require AutoML over traditional machine learning. From development to deployment, it helps organisations deploy AIML models into real life. The impact it will have on AIML. In addition to exploring the various AutoML services provided by Google Cloud, the talk will be hands-on about building and deploying the model.
Session Duration: 45 mins
Agenda for the Session:
a. What is Automated Machine Learning (AutoML)
b. Why Machine Learning on Cloud
c. Advantages of AutoML with respect to why companies are shifting towards AutoML
d. Working of AutoML Vision
e. Let's Build AutoML Vision Model on GCP
f. Quiz
AutoML : The future of machine learning
We will be taking about the merits of AutoML over traditional machine learning and why modern applications require it. How it helps organisation deploy their AIML models into real life from development. And how it will transform the AIML sector.
AI powered databases : Mindsdb
In this session we will be taking about mindsdb and a live demonstration of how it works. Exploring how AI tables are transforming the world of AI data. The dynamic databases are supported by AI tables and allow Oraganisation to directly analyse data inside the database and engineer solutions.we will be doing a hands on session on Time series data and Forecasting data elements. How AI can empower databases. We will decode the technology behind this.
Building a real-time social media analysis tool -NLP hands-on session
Built a twitter sentimental analysis tool with streamlit and vader model that will fetch all twitter data and perform NLP and present visualizations.
Building recommender systems with Tensorflow transformers
Learn and build a recommendation system with the help of tf recommenders while comparing it to the traditional neural networks.
Tensorflow, Keras, Python 3.10, Google colab , Github
Mindsdb and the world of AutoML
Hello folks! Mindsdb is an AutoML startup that aims to solve ML modeling & deploying problems with the help of AI in databases. It is also open source.
ML modeling is costly and complex. Over 90% of models don't make it to production. With MindsDB, power simple or complex ML workflows that are instantly deployable and refinable, from within the database, without the burdensome overhead.
⭕Here are some of its key aspects:
🔺MindsDB introduces AI and machine learning into databases to help data teams – and everyday data users – identify patterns, predict trends, and train models. Simply and automatically.
🔺 It speeds up the ML development process by bringing machine learning into the database.
🔺With MindsDB, you can build, train, optimize, and deploy your ML models without the need for other platforms. And to get the forecasts, simply query your data and ML models.
Mindsdb also has an active and helpful community which you can join here :
https://mindsdb.com/
Watch here : https://www.youtube.com/watch?v=YngjfwJLplA&t=987s
Hack The Hackathon 1.0
The aim of the Hack Hackathon is to have a panel discussion to discussion on the Hackathon, Projects, Experience, Do's and Dont.
Our Agenda :
1) What is a hackathon?
2) How to find hackathons and other related opportunities?
3) When is the correct time to start with the hackathon?
4) Points to keep in mind while preparing for the hackathon
5) What are the don'ts of hackathons
6) Your Experience with the Hackathon
7) How do you get started in the Hackathon
8) Best thing you like about the hackathon
9) Everything you need for a hackathon
YT Link : https://www.youtube.com/watch?v=ODkXv49GgB4&t=3663s
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