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Workshop DateNov 17
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Design an AI Powered Search System with Vector Databases - A Hands-On Workshop

In this workshop you'll gain hands-on insights into building efficient search and retrieval systems powered by vector databases. This session dives into the role of vector databases in modern AI applications and how they enable fast, semantic search capabilities beyond traditional keyword search. Join us to discover how to unlock new possibilities in AI with advanced, AI-powered search systems!

Live

Live

Sessions on Zoom

Duration

Duration

1.5 hours Workshop

Mentorship

Mentorship

With Industry Experts

Portfolio

Portfolio

of Hands on Case studies

Dashboard with analytics

Sameer Dubey

Manager, Data ScienceLinked in icon
Linked in icon

Next Workshop on

November 17, 2024

Price

₹0

What Will You Learn

Introduction to Vector Databases:

  • Understand why vector representations are crucial in AI and search applications. Learn to generate vector embeddings from text and images using Python libraries, providing the foundation for similarity searches.

Search for Similar Vectors & Approximate Nearest Neighbors (ANN):

  • Discover how to use vector similarities to find similar items, using metrics like cosine similarity. Dive into faster search techniques for large datasets using tools like FAISS, making search scalable.

Explore Specialized Databases:

  • Understand specialized databases like Milvus and Pinecone and their advantages over traditional databases.

Sparse, Dense, and Hybrid Search:

  • Learn the differences between sparse and dense vectors and how to combine them for more effective search results.

Application - Multilingual Search:

  • See how vector databases support multilingual search, enabling retrieval across different languages with transformer models.

Tools You Will Learn

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OpenAI

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Python

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Vector Databases

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LLM

Who this Workshop is intended for

Aspiring Data Scientists

Individuals looking to break into the field of data science and need guidance on how to approach the rigorous interview process

Students and Recent Graduates

Individuals completing their studies in Data science, AI, or related fields, who want to ensure they are well-prepared to enter the job market with confidence

Exploring New Career

Professionals from other fields who wish to transition into data science or AI roles and require a solid understanding of what to expect during the interview process.

AI Enthusiasts

Those interested in AI roles and seeking to understand the technical and conceptual questions that are typically asked in AI interviews.

Bonus with this Workshop

Access to Recorded Sessions

All the attendees will have lifetime access to the recordings, to review at your convenience and revisit key concepts and techniques.

Resume Optimization Masterclass Deck

A powerful PPT deck designed to help you create a standout resume that gets noticed.

Python Notebook

Participants will receive exclusive access to Python code and examples used during the workshop. These resources will enable you to implement the techniques learned and enhance your skills in AI-driven fraud detection.

30 Mins 1:1 Guidance call with an Industry Expert

Get a chance to speak to an industry expert to receive guidance and get your doubts clarified.

Hear it from our learners

My heartfelt gratitude to the entire team. I feel extremely lucky to be a part of Descipr. The sessions which I have attended, are the best so far. As

Koushik Mitra profile picture
Koushik MitraPowerBI Developer
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Being a part of Descipr's first Data Scientist Fellowship cohort has been an incredible journey. The growth I’ve experienced, both technically and pro

Adithia V profile picture
Adithia VData Analyst
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I want to express my sincere gratitude to the entire Descipr team for conducting this incredible Cohort. It has greatly enriched my industrial knowled

Samiksha Gebise profile picture
Samiksha GebiseAnalyst, Rubixe
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I would like to thank to team Descipr for arranging some engaging sessions. It helped me to enhance my knowledge and drive my interest more into data

Debjani Majumder profile picture
Debjani MajumderFraud Analyst
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I want to thank to the entire Descipr team for taking such wonderful initiatives and arranging the sessions. Would like to extend a big thank you to S

Charu Goyal profile picture
Charu GoyalAsst Manager, Data Science
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I want to extend a big thank you to the entire Descipr team for organizing this incredible cohort. It has been a truly enriching journey for me. I’m g

Pranoy Dewanjee profile picture
Pranoy DewanjeeSenior Analyst
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I got a chance to be a part of amazing online community where industry experts discuss case studies on analytic solutions across various industries. I

Farzand Khan profile picture
Farzand KhanBusiness Analyst
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Attending the bootcamp was a transformative experience for me. Highly recommended for anyone looking to accelerate their career in AI.

Bibhuti Jha profile picture
Bibhuti JhaDecision Scientist
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Thank you for the insightful session, Tanoy Dewjanee! The case study you shared was incredibly informative and address real-world problems. It provide

Gaurav Kumar profile picture
Gaurav KumarStudent, IIT Guwahati
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Engaging content, expert guidance, and insights into a hiring manager’s perspective made the session outstanding.

Srishti Shikha profile picture
Srishti ShikhaTechnology Consultant
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It was an informative session given by Tanoy Dewanjee and the Descipr team. Thank you for sharing insights regarding the 3 P's and case studies.

Lochan Raj T D profile picture
Lochan Raj T DData Scientist
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Attended the very first workshop of the cohort, the sessions were very insightful and interactive. Descipr did a fantastic job with introducing the bu

Suryansh Abhijit profile picture
Suryansh AbhijitStudent, MIT
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It was an amazing session, very informative and full of insights by Tanoy Dewanjee. Thanks for the STAR method and the real world case studies.

Sampath Vinayak profile picture
Sampath VinayakData Scientist
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A really insightful session. Enjoyed every bit of it. Looking forward for more sessions like this.

Sayan Paul profile picture
Sayan PaulStudent, IIEST Shibpur
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For More Details on the Workshop, connect with us on the below number!

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