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sisodiaarpit
Sep 32 min read
All you need to know about LangSmith Evaluations for LLM apps. Part 1
When it comes to LLM evaluations, There are 4 pieces- There is a dataset for evaluation like question answer pair (1), there is...
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sisodiaarpit
Aug 24, 20232 min read
Finetune LLM( from openai) using LangChain ( for beginners)
Large language models (LLMs) are emerging as a transformative technology, enabling developers to build applications that they previously...
103 views0 comments
Rahul Kumar
Aug 20, 20233 min read
Doing Anomaly Detection At Scale
How can you detect anomalies within more than one million time-series to be tracked daily? That's a design problem. We will be discussing...
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Rahul Kumar
Aug 9, 20235 min read
Sub Arrays Problems LeetCode ~ Top Questions to Practise
Sub Arrays Pattern are repetitive at interviews , Below are few important problems along with solution and it's explanation to get the...
59 views1 comment
Rahul Kumar
Jul 27, 20233 min read
Model Monitoring for Unstructured Data
A growing number of organizations build natural language processing (NLP) and computer vision (CV) models that are comprised of...
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Rahul Kumar
Jul 25, 20232 min read
Why Large Language Model Hallucinate ?
We will continue our talk on basis what , why and how to minimize hallucination What’s Hallucination ? Hallucination are outputs of Large...
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Rahul Kumar
Jul 25, 20236 min read
Practical Challenges for Real Time CF based Recommender Systems
Collaborative Filtering Overview Collaborative Filtering is one of the most traditional and simpler way for recommendation. It’s basic...
39 views1 comment
Rahul Kumar
Jul 25, 20238 min read
Data Driven Aggregation ~Unsupervised Way
Aggregation combines several independent variables to a dependent variable. The dependent variable should preserve properties of the...
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sisodiaarpit
Jul 25, 20232 min read
Pytorch : in an hour
PyTorch is an open-source deep learning framework primarily developed by Facebook's AI Research (FAIR) lab. It provides a Python-based...
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sisodiaarpit
Jul 17, 20233 min read
Computer Vision- interview questions
What are the drawbacks of R CNN? slow at test, need to run full forward pass for each region. SVM are post hoc, leading to multi level...
60 views0 comments
sisodiaarpit
Jan 20, 20239 min read
Statistics & Linear Algebra- Top Interview Questions
1. What is co-variance matrix- A covariance matrix is a square matrix that describes the covariance between multiple variables. It is...
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sisodiaarpit
Jan 17, 20232 min read
Probability Distributions
Probability distribution:- It is a statistical function that describes all the possible values and likelihoods that a random variable can...
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Sandeep Singh Adhikari
Jan 15, 202311 min read
Decision Trees: Top Interview Questions
Welcome to the third installment of our data science and machine learning interview series! In this blog post, we'll dive into decision...
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Sandeep Singh Adhikari
Dec 22, 202218 min read
Logistic Regression: Top Interview Questions
Welcome to the second blog in our Data Science and Machine Learning Interview Series! (check first blog on linear regression here) In...
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Sandeep Singh Adhikari
Dec 22, 20229 min read
Linear Regression: Top Interview Questions
Welcome to the first blog in our Data Science and Machine Learning Interview Series! In this series, we will be covering some of the most...
84 views0 comments
sisodiaarpit
Mar 25, 20221 min read
Detecting biases in Word-Emdeddings
Important links: github link- https://github.com/dccuchile/wefe ( check requirement.txt for dependency) WEFE will not work if there is...
167 views0 comments
sisodiaarpit
Mar 2, 20221 min read
All 3rd Party tools for Responsible AI
Responsible AI; RAI is umbrella term for a trustworthy AI models. It includes- Fairness of Data and model ( gender, racial biases)...
185 views0 comments
sisodiaarpit
Nov 28, 20211 min read
Auto-Correct in NLP
you have to follow these steps: Identify a misspelled word Find strings n edit distance away: (these could be random strings) Filter...
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sisodiaarpit
Sep 26, 20213 min read
All the definitions you need to know for Kubernetes Interview
1. Kubernetes cluster is a set of physical or virtual hardware, which essentially constitute a set of hosts or servers or computers. 2. A...
38 views0 comments
sisodiaarpit
Sep 22, 20212 min read
Kubernetes: Introduction and Components
Introduction- The name Kubernetes comes from a Greek word, the word means helmsman or vessel pilot. Useful to solve problem of- · ...
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