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What is fastest data structure for retrieval data in memory in Python

16 February 2024
| No Comments
| Python
fastest data structure for retrieval data in memory in Python

The “fastest” data structure for retrieval in Python depends heavily on the specific characteristics of your data and retrieval patterns. Here’s a breakdown of some options: Basic structures: Specialized structures: Considerations: Benchmarking: Ultimately, the best way to determine the fastest structure for your use case is to benchmark different options with your specific data and retrieval patterns. Python libraries…

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Scam Alert: Call Forwarding and Message Forwarding

2 January 2024
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| IT, Learnings, Security
Scam Alert: Call Forwarding and Message Forwarding

Be Phone Smart: Beware Call Forwarding and Message Scams! In today’s digital age, our phones are more than just communication devices; they’re gateways to our personal and financial lives. This makes them prime targets for scammers, who are constantly devising new ways to exploit unsuspecting individuals. Two increasingly common tactics involve call forwarding and message forwarding scams. Let’s be…

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Demystifying the Maze: A Journey through the World of NLP and its Powerful Language Models

24 December 2023
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| AI, IT, Machine Learning

This article delves into the fascinating world of LLMs, highlighting some of the most innovative models that are pioneering NLP advancements. From trailblazers like BERT and RoBERTa to efficiency experts like DistilBERT and Longformer, we’ll explore their unique strengths and capabilities. We’ll also encounter pioneers in efficiency like ELECTRA and ProphetNet, and marvel at the sheer powerhouses like Megatron-LM…

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Calculate 1 to 100 Square in few seconds

24 December 2023
| No Comments
| IT, Python
The 1 to 100 square method is a mathematical formula for finding the square of any number from 1 to 100. The formula is: (n+50)2−2500=n2+100n.

I came across a youtube lesson by Navneet Tiwari where he explained how to calculate Square of any number from 26 to 100 using two methods I wanted to know what range of these methods so I wrote a python program to test it. to my surprises , both method work on any number I tested from 200 to…

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Neural Networks – Basics

23 December 2023
| No Comments
| AI, IT, Machine Learning
Neural Networks

Neural networks have many applications in artificial intelligence, including image and speech recognition, natural language processing, recommendation systems, and autonomous vehicles. They are particularly useful for tasks that involve complex patterns, such as recognizing objects in images or understanding natural language.

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The LLM Blueprint: How to Architect Intelligence from the Ground Up.

18 October 2023
| 1 Comment
| AI, Generative AI, IT, Python
Infographic showing the LLM development lifecycle with a central AI head and steps for data collection, base model training, fine-tuning and alignment, evaluation, and deployment connected in a circular workflow.

Let’s break down what an LLM (Large Language Model) is and then discuss the process of creating a foundational model. This is a complex topic, so I’ll try to be as clear and comprehensive as possible while avoiding overly technical jargon where feasible. What is an LLM? (Large Language Model) Key Architecture: The Transformer Most modern LLMs are based…

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What is Keras and why is it called so.

14 July 2018
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| AI, IT, Learnings, Machine Learning
Keras is not a complete neural network framework itself, but rather an API (Application Programming Interface) built on top of existing frameworks like TensorFlow. It provides a user-friendly layer on top of the complex computations involved in building and training neural networks.

Keras is a high-level neural network API written in Python that runs on top of TensorFlow, CNTK, or Theano. It allows users to quickly build and experiment with deep neural network models. Keras is known for its simplicity, flexibility, and ease of use, making it a popular choice among researchers and developers. The name “Keras” comes from the Greek…

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Understanding the relationship between Unix and Linux

13 July 2018
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| IT, unix
Linux and Unix

Understanding the relationship between Unix and Linux can be a bit confusing, so let’s break it down: Unix: A powerful, multi-tasking operating system: Originally developed in the 1960s, Unix is known for its stability, security, and flexibility. It’s often used in high-performance environments like servers, scientific computing, and financial institutions. Focus on text-based interface: Traditionally, Unix interacted with users through commands typed into a terminal, requiring some technical knowledge….

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Maecenas lobortis tempus augue sit amet lacinia.

13 July 2018
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| unix

Mauris quis lacus est. Sed ultricies sapien auctor, lacinia nisi blandit, suscipit nulla. Maecenas lobortis tempus augue sit amet lacinia. In ultricies justo eget volutpat ornare. Suspendisse ut interdum urna. Maecenas a nunc non sem condimentum tempor. Duis id enim faucibus augue feugiat convallis. In convallis molestie mauris, id tempus nisi commodo eu. Donec id ante est. Aenean in…

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एंटीट्रस्ट केस में समझौते के लिए रकम देने को तैयार गूगल की पैरंट कंपनी अल्फाबेट

13 July 2018
| No Comments
| Cloud

अमेरिका में सैन फ्रांसिस्को की एक अदालत ने ये बात सार्वजनकि की है कि गूगल की पैरंट कंपनी अल्फाबेट एक मुक़दमे में समझौते के लिए 700 मिलियन डॉलर की रकम देने को तैयार हो गई है. भारतीय मुद्रा में ये रकम 58,22,34,45,000 या लगभग छह हज़ार करोड़ रुपये बनती है. गूगल के ख़िलाफ़ एकाधिकार रखने से जुड़ा ये मामला…

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