Thu.Dec 30, 2021

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Planning vs Forecasting: Four Key Differences

Jet Global

Many people use terms like “planning,” “forecasting,” “budgeting,” and “financial projection” somewhat interchangeably. When it comes to a plan vs forecast in particular, the line can be blurry. Let’s look at four key features that distinguish financial planning from forecasting: 1. Planning Is Aspirational, Whereas Forecasting Is Driven by Expectations.

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Manual for the First Time Users: Google BERT for Text Classification

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Source: huggingface.io Hey Folks! […]. The post Manual for the First Time Users: Google BERT for Text Classification appeared first on Analytics Vidhya.

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11 Best Companies to Work for as a Data Scientist

KDnuggets

This list of best data science companies aims to go beyond the usual and expected. Some great and perhaps underrated options to get a job as a data scientist.

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Computer Vision to Detect License Number Plate

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In this fastest era of technology, it is very difficult to stop every vehicle on the road and check its number plate in the search for one criminal car. With the increase in road fraud, the cops are also becoming smarter. They […]. The post Computer Vision to Detect License Number Plate appeared first on Analytics Vidhya.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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3 Tools to Track and Visualize the Execution of Your Python Code

KDnuggets

Avoid headaches when debugging in one line of code.

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Image Operations in Python with OpenCV: Eroding, Dilation, and more!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction As we all know, OpenCV is a free open source library used for computer vision and image operations. OpenCV is written in C++ and has thousands of optimized algorithms and functions for various image operations. A lot of real-life operations can be solved […]. The post Image Operations in Python with OpenCV: Eroding, Dilation, and more!

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Text Classification using BERT and TensorFlow

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In 2018, a powerful Transformer-based machine learning model, namely, BERT was developed by Jacob Devlin and his colleagues from Google for NLP applications. BERT is a very good pre-trained language model which helps machines learn excellent representations of text wrt context in many natural […].

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Optical Character Recognition using Pytesseract

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview In this blog, we will be using computer vision techniques to extract the text from the images. After extracting the text we will apply some basic functions of OpenCV on that text to enhance it and to get more accurate results. This project […]. The post Optical Character Recognition using Pytesseract appeared first on Analytics Vidhya.

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Fast and Effective ways to Extract Keyphrases using TFIDF with Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Keyphrase extraction is concerned with automatically extracting a set of representative phrases from a document that concisely summarize its content (Hasan and Ng, 2014). A key phrase is a short phrase (usually one to three words) that provides a key idea of a […].

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Stock Market Analysis with Pandas – DataReader and Plotly for Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction You must have come across news articles, updates of stock markets rallying, stocks falling, and so on. Stock markets are volatile. Stock prices daily go up and down. Keeping a track of such changes and trends can be tedious for a data professional. […]. The post Stock Market Analysis with Pandas – DataReader and Plotly for Beginners appeared first on Analytics Vidhya.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.