Analytics Vidhya

AUGUST 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A Gradient Boosting Decision tree or a GBDT is a. The post Complete guide on how to Use LightGBM in Python appeared first on Analytics Vidhya.

Python 398

Python Data Science Algorithm Machine Learning 398

Sebastian Ruder

AUGUST 15, 2021

ACL 2021 took place virtually from 1–6 August 2021. Here are my highlights from the conference: NLP benchmarking is broken NLP is all about pre-trained Transformers Machine translation Understanding models Cross-lingual transfer and multilingual NLP Challenges in natural language generation Virtual conference notes NLP benchmarking is broken Many talks and papers made reference to the current state of NLP benchmarking, which has seen existing benchmarks largely outpaced by rapidly improvi

NLP 52

NLP Explainability Neural Network Natural Language Processing 52

fast.ai

AUGUST 15, 2021

The term “Artificial Intelligence” is a broad umbrella, referring to a variety of techniques applied to a range of tasks. This breadth can breed confusion. Success in using AI to identify tumors on lung x-rays, for instance, may offer no indication of whether AI can be used to accurately predict who will commit another crime or which employees will succeed, or whether these latter tasks are even appropriate candidates for the use of AI.

Artificial Intelligence 40

Artificial Intelligence Artificial Intelligence AI AI 40

Eleuther.ai

AUGUST 16, 2021

A comparison of Rotary Position Embedding against GPT-style learned position embeddings.

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40

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Since the initial breakthrough in Computer Vision achieved by A. Krizhevsky. The post Computer Vision and How It is Shaping the World Around Us appeared first on Analytics Vidhya.

Computer Vision 376

Computer Vision Data Science 376

Analytics Vidhya

AUGUST 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon To solve any problem using reinforcement learning we need a. The post Creating Continuous Action Bot using Deep Reinforcement Learning appeared first on Analytics Vidhya.

Data Science 373

Data Science Deep Learning Python Artificial Intelligence 373

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Photo by fauxels from Pexels What is Exploratory Data Analysis? Exploratory. The post Exploratory Data Analysis and Visualization Techniques in Data Science appeared first on Analytics Vidhya.

Data Analysis 371

Data Analysis Data Science Python 371

Analytics Vidhya

AUGUST 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Image Source: Author Data Science enthusiasts know that raw data. The post Better EDA with 3 Easy Python Libraries for Any Beginner appeared first on Analytics Vidhya.

Python 361

Python Data Science 361

Analytics Vidhya

AUGUST 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: Watermarks are an important part of businesses and online content. The post How to add watermark on images using OpenCV in Python appeared first on Analytics Vidhya.

Python 357

Python Data Science Computer Vision 357

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Generative AI

Analytics Vidhya

AUGUST 15, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction We all want to dive deep into deep learning and. The post Build your first artificial neural networks using Pytorch appeared first on Analytics Vidhya.

Neural Network 357

Neural Network Deep Learning Data Science Python 357

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon What is Linear Regression? Regression is a statistical term for describing. The post Understanding Linear Regression with Mathematical Insights! appeared first on Analytics Vidhya.

Data Science 348

Data Science Algorithm Machine Learning 348

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This is the first post of the NLP tutorial series. The post A friendly guide to NLP: Text pre-processing with Python Example appeared first on Analytics Vidhya.

NLP 343

NLP Python Data Science 343

Analytics Vidhya

AUGUST 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction to LDA: Linear Discriminant Analysis as its name suggests is. The post A Brief Introduction to Linear Discriminant Analysis appeared first on Analytics Vidhya.

Data Science 343

Data Science Python Machine Learning 343

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.

LLM

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon This is the second post of the NLP tutorial series. The post A friendly guide to NLP: Bag-of-Words with Python example appeared first on Analytics Vidhya.

NLP 337

NLP Python Data Science 337

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: [link] Natural language processing has been an area of research. The post Predict the next word of your text using Long Short Term Memory (LSTM) appeared first on Analytics Vidhya.

Natural Language Processing 331

Natural Language Processing Data Science Deep Learning NLP 331

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article publicize as a part of the Data Science Blogathon Introduction Most of you guys might be familiar with the word Web. The post Beginner’s Web Scraping Project: Web Scraping Subreddit (Step-by-Step) appeared first on Analytics Vidhya.

Data Science 331

Data Science Data Mining Python 331

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book Introduction Have you ever solved a Machine Learning problem in just one go? Solving a problem using machine learning isn’t straightforward. It. The post Beginner’s Guide To Text Classification Using PyCaret appeared first on Analytics Vidhya.

Machine Learning 323

Machine Learning NLP Python 323

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Analytics Vidhya

AUGUST 15, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Decision-making is as important in any programming language as it. The post A Comprehensive Guide To Conditional Statements in Python For Data Science Beginners appeared first on Analytics Vidhya.

Data Science 323

Data Science Python 323

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Natural Language Processing is a popular machine learning technique used. The post A Guide to Perform 5 Important Steps of NLP Using Python appeared first on Analytics Vidhya.

NLP 315

NLP Python Natural Language Processing Data Science 315

Analytics Vidhya

AUGUST 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Pretty much everything or all sorts of information available online is. The post What is relational about Relational Databases? appeared first on Analytics Vidhya.

Data Science 315

Data Science 315

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book Written by: Avinash Kumar Pandey (Research Associate, ISB Hyderabad) Introduction: In this article, we will learn how to apply deep convolutional networks. The post Hands-On Stock Price Time Series Forecasting using Deep Convolutional Networks appeared first on Analytics Vidhya.

Convolutional Neural Networks 306

Convolutional Neural Networks Neural Network Deep Learning Python 306

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Analytics Vidhya

AUGUST 16, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: For the last couple of decades, Python has created a. The post Differences between Python 3.10 and Python 3.9 which you need to know ! appeared first on Analytics Vidhya.

Python 306

Python Data Science 306

Analytics Vidhya

AUGUST 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon 1.Introduction SciPy Toolkits or scikits are used widely for machine learning. The post Complete guide on How to learn Scikit-Learn for Data Science appeared first on Analytics Vidhya.

Data Science 296

Data Science Machine Learning Python 296

Analytics Vidhya

AUGUST 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction : Looping is a basic concept in any programming language. The post Complete Guide to use Loop, xrange and Generator functions in Python appeared first on Analytics Vidhya.

Python 296

Python Data Science 296

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction One of my last articles was all about Convolutional Network, The post Developing an Image Classification Model Using CNN appeared first on Analytics Vidhya.

Data Science 296

Data Science Computer Vision Deep Learning Python 296

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Data Analysis

Analytics Vidhya

AUGUST 16, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Let’s start with the basics… What are the objectives an ML. The post A Quick Guide to Error Analysis for Machine Learning Classification Models appeared first on Analytics Vidhya.

Machine Learning 296

Machine Learning Data Science ML Python 296

Analytics Vidhya

AUGUST 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In this article, we introduce readers to panda-gym, an open-source. The post Introducing Panda Gym -Understanding The Reinforcement Learning appeared first on Analytics Vidhya.

Data Science 296

Data Science Python Artificial Intelligence Artificial Intelligence 296

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Objective The hexadecimal base is 16, and we can represent the. The post How to Convert String to Hexadecimal Format in Python! appeared first on Analytics Vidhya.

Python 284

Python Data Science 284