Analytics Vidhya

OCTOBER 7, 2021

This article was published as a part of the Data Science Blogathon Overview Data provides us with the power to analyze and forecast the events of the future. With each day, more and more companies are adopting data science techniques like predictive forecasting, clustering, and so on. While it’s very intriguing to keep learning about complex […].

Data Science 398

Data Science Python Machine Learning 398

Eugene Yan

OCTOBER 2, 2021

Simple baselines, ideas, tech stacks, and packages to try.

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Lexalytics

OCTOBER 6, 2021

Tokenization is an interesting part of text analytics and NLP. A “token” in natural language terms is “ an instance of a sequence of characters in some particular document that are grouped together as a useful semantic unit for processing.” Like the roots and branches of a tree, the whole of human language is a mess of natural outgrowths—split, decaying, vibrant, and blooming.

NLP 98

NLP Text Analytics AI AI 98

DeepMind

OCTOBER 3, 2021

When the Human Genome Project succeeded in mapping the DNA sequence of the human genome, the international research community were excited by the opportunity to better understand the genetic instructions that influence human health and development. DNA carries the genetic information that determines everything from eye colour to susceptibility to certain diseases and disorders.

AI 57

AI AI 57

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

OCTOBER 2, 2021

This article was published as a part of the Data Science Blogathon Overview In the current scenario, the Data science field is dominated by Python/R but there is another competition added not so long ago, Julia! which we will be exploring in this guide. The famous quote (motto) of Julia is – Looks like Python, runs […]. The post Introduction to Deep Learning in Julia appeared first on Analytics Vidhya.

Deep Learning 395

Deep Learning Data Science Python 395

The Stanford AI Lab Blog

OCTOBER 8, 2021

The International Conference on Computer Vision (ICCV 2021) will be hosted virtually next week. We’re excited to share all the work from SAIL that will be presented, and you’ll find links to papers, videos and blogs below. Feel free to reach out to the contact authors directly to learn more about the work that’s happening at Stanford! List of Accepted Papers GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition Authors : Mars Huang Cont

Computer Vision 40

Computer Vision Robotics AI AI 40

DeepMind

OCTOBER 3, 2021

When the Human Genome Project succeeded in mapping the DNA sequence of the human genome, the international research community were excited by the opportunity to better understand the genetic instructions that influence human health and development. DNA carries the genetic information that determines everything from eye colour to susceptibility to certain diseases and disorders.

AI 57

AI AI 57

Analytics Vidhya

OCTOBER 4, 2021

This article was published as a part of the Data Science Blogathon What is CNN? Convolutional Neural Network is a type of deep learning neural network that is artificial. It is employed in computer vision and image recognition. This procedure includes the following steps: OCR and image recognition Detecting objects in self-driving cars Social media face […].

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Convolutional Neural Networks Neural Network Computer Vision Deep Learning 387

Probably Approximately a Scientific Blog

OCTOBER 4, 2021

This is a section from a nonfiction book I'm writing (.I guess this public announcement will now pressure me to finish it and find a publisher ? ). Thanks Anna Pryslopska for initiating the interesting Twitter discussion ! It’s common knowledge that Americans use the unique date format mm-dd-yyyy, in which the month appears before the day, differently from the rest of the world.

Explainability 52

Explainability 52

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Generative AI

Analytics Vidhya

OCTOBER 3, 2021

This article was published as a part of the Data Science Blogathon Overview Say, you were setting up a gift shop and your supplier dumps all the toys that you asked for in a room. It’s going to look something like this. Total chaos! Now picture yourself standing in front of this huge pile of toys […]. The post A Beginner’s Guide to Feature Engineering – Everything You Need to Know!

Data Science 353

Data Science Python Machine Learning 353

Analytics Vidhya

OCTOBER 2, 2021

This article was published as a part of the Data Science Blogathon Overview This comprehensive guide will instigate you to the world of Market Basket Analysis along with an implementation using Python on a dataset. Market Basket Analysis will help you to design different store Layouts. Introduction Nowadays Machine Learning is helping the Retail Industry in […].

Machine Learning 353

Machine Learning Python Data Science 353

Analytics Vidhya

OCTOBER 8, 2021

We live in an era where choices are just endless. Especially with respect to Education! With a plethora of data science courses online, it is difficult to identify where to begin your journey from. How about beginning your MACHINE LEARNING Journey FREE of charge? Since its inception, Analytics Vidhya has been striving hard to explain […]. The post Would you like to start your Machine Learning journey for FREE?

Machine Learning 331

Machine Learning Explainability Data Science 331

Analytics Vidhya

OCTOBER 6, 2021

This article was published as a part of the Data Science Blogathon Image Source: [link] Overview of Lifecycle of Data Science Project With the increasing demand for Data Scientists, more people are willing to enter into this field. It has become very important to showcase the right skills for Data Science to stand out from the […]. The post Introduction to the Lifecycle of Data Science project appeared first on Analytics Vidhya.

Data Science 328

Data Science Data Scientist Machine Learning 328

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

OCTOBER 5, 2021

This article was published as a part of the Data Science Blogathon Overview Reinforcement learning is not just used for Robotics but now even in Data Science It has tons of applications and we will cover some of them in this guide. This comprehensive guide will introduce you to RL theory and implementation, all in Python […]. The post A Comprehensive Guide to Reinforcement Learning appeared first on Analytics Vidhya.

Robotics 323

Robotics Data Science Python 323

Analytics Vidhya

OCTOBER 7, 2021

This article was published as a part of the Data Science Blogathon Overview Deep learning is the subfield of machine learning which is used to perform complex tasks such as speech recognition, text classification, etc. A deep learning model consists of activation function, input, output, hidden layers, loss function, etc. Any deep learning model tries to […].

Deep Learning 315

Deep Learning Machine Learning Data Science Python 315

Analytics Vidhya

OCTOBER 6, 2021

This article was published as a part of the Data Science Blogathon Introduction Hello Everyone, I hope you are doing well. Ever wondered, how great would it be, if we could predict, whether our request for a loan, will be approved or not, simply by the use of machine learning, from the ease and comfort […]. The post Loan Status Prediction using Support Vector Machine (SVM) Algorithm appeared first on Analytics Vidhya.

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Algorithm Machine Learning Data Science Python 314

Analytics Vidhya

OCTOBER 5, 2021

This article was published as a part of the Data Science Blogathon Introduction Airbnb is a $75 Billion online marketplace for renting out homes/villas/ private rooms. The website charges a commission (3 to 20 percent, ) for every booking. Even though the prospects are sound, but there are critics who argue that this has driven up […]. The post End-to-End Predictive Analysis on AirBnB Listings Data appeared first on Analytics Vidhya.

Data Science 314

Data Science Data Analysis Python Machine Learning 314

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Analytics Vidhya

OCTOBER 4, 2021

This article was published as a part of the Data Science Blogathon Image 1 What is data mining? Data mining is the process of finding interesting patterns and knowledge from large amounts of data. Data sources include databases, data warehouses, web, and other information repositories or data that is flowed into the system dynamically. This analysis […].

Data Mining 308

Data Mining Data Science 308

Analytics Vidhya

OCTOBER 7, 2021

This article was published as a part of the Data Science Blogathon Overview of Model Deployment Using Heroku Image 1 One of the most prevalent misunderstandings and mistakes for a failed ML project is spending a significant amount of time optimizing the ML model. Instead, teams that have completed a successful machine learning project devote time […].

Machine Learning 296

Machine Learning Data Science ML Python 296

Analytics Vidhya

OCTOBER 4, 2021

This article was published as a part of the Data Science Blogathon Overview Linear Regression is a simple yet powerful and mostly used algorithm in data science. There are a plethora of real-world applications of Linear Regression. This comprehensive guide will introduce you to Linear Regression along with an implementation in Python on a real-world dataset. […].

Data Science 296

Data Science Python Algorithm Machine Learning 296

Analytics Vidhya

OCTOBER 5, 2021

This article was published as a part of the Data Science Blogathon Overview of SQL Query Optimization SQL Query optimization is defined as the iterative process of enhancing the performance of a query in terms of execution time, the number of disk accesses, and many more cost measuring criteria. Data is an integral part of any […]. The post A Detailed Guide on SQL Query Optimization appeared first on Analytics Vidhya.

Data Science 295

Data Science 295

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

OCTOBER 8, 2021

This article was published as a part of the Data Science Blogathon Introduction Every day, we are inundated with information. There are numerous articles that we read on a daily basis. As a result, there is a lot of data moving about, largely in the form of text. If we need to learn something about an […]. The post Text Summarization using the conventional, Hugging Face Transformer and Cosine Similarity appeared first on Analytics Vidhya.

Data Science 284

Data Science NLP 284

Analytics Vidhya

OCTOBER 8, 2021

This article was published as a part of the Data Science Blogathon Overview Data visualization is the process of finding, interpreting, and comparing data so that it can communicate more clearly complex ideas, thus making it easier to identify once analysis of logical patterns. Data visualization is important for many analytical tasks including data summaries, test […].

Python 284

Python Data Science 284

Analytics Vidhya

OCTOBER 8, 2021

This article was published as a part of the Data Science Blogathon Gathering and getting ready datasets is one of the critical techniques in any Machine learning project. People accumulate the dataset thru numerous approaches like databases, online repositories, APIs, survey forms, and many others. But when we want to extract any internet site data when […].

Machine Learning 284

Machine Learning Data Science Data Mining Python 284

Analytics Vidhya

OCTOBER 8, 2021

This article was published as a part of the Data Science Blogathon Introduction to Dynamic Time Wraping The Time series classification is a very common task where you will have data from various domains like Signal processing, IoT, human activity, and more and the ultimate aim is to train a specific model so that it can […]. The post Dynamic Time Warping explained using Python and HAR dataset appeared first on Analytics Vidhya.

Explainability 284

Explainability Python Data Science 284

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Data Analysis

Analytics Vidhya

OCTOBER 6, 2021

This article was published as a part of the Data Science Blogathon Introduction to Data Visualization Plotting and data representation is an important part of the data-driven decision-making process and the whole data science roadmap. Data Visualization is the process of presenting data in pictorial and graphical format. The visual representation of data makes understanding […].

Python 284

Python Data Science 284

Analytics Vidhya

OCTOBER 8, 2021

This article was published as a part of the Data Science Blogathon This article covers all the basic to intermediate concepts and features of Tableau from scratch. This is the perfect article for you if you are an absolute beginner in Tableau. Introduction to Data Visualization using Tableau Our goal as Data Analysts is to get […]. The post A Step by Step Guide for Data Visualization using Tableau appeared first on Analytics Vidhya.

Data Science 284

Data Science 284

Analytics Vidhya

OCTOBER 6, 2021

This article was published as a part of the Data Science Blogathon The objective of this article is to help you get started with how to complete an end-to-end project assuming that you are a beginner. As this article covers step by step guide so maybe it will be lengthy. In this article, we will be […]. The post Credit Card Lead Prediction – Complete project using LGBM Classification model appeared first on Analytics Vidhya.

Data Science 271

Data Science Python Machine Learning 271