Analytics Vidhya

SEPTEMBER 30, 2022

This article was published as a part of the Data Science Blogathon. Introduction Evaluation metrics are used to measure the quality of the model. Selecting an appropriate evaluation metric is important because it can impact your selection of a model or decide whether to put your model into production. The mportance of cross-validation: Are evaluation metrics […].

Data Science 397

Data Science Machine Learning 397

OpenAI

SEPTEMBER 28, 2022

New users can start creating straight away. Lessons learned from deployment and improvements to our safety systems make wider availability possible. Sign up Starting today, we are removing the waitlist for the DALL·E beta so users can sign up and start using it immediately. More than 1.5M users are now actively creating over 2M images a day with DALL·E—from artists and creative directors to authors and architects—with over 100K users sharing their creations and feedback i

OpenAI 96

OpenAI 96

DeepMind

SEPTEMBER 27, 2022

Right now, medicine is too dependent on radiographic imaging techniques for diagnosing osteoporosis. It can be a debilitating disease that develops slowly over several years, weakening bones and rendering them dangerously fragile. Such diagnostic radiographic tools have their own limitations, detecting osteoporosis only once it has already developed.

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Explosion

SEPTEMBER 27, 2022

new coreference components (#17) This release includes an experimental English coref pipeline. You can install the pipeline by downloading it from the assets in this release page, or install it di.

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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

SEPTEMBER 27, 2022

This article was published as a part of the Data Science Blogathon. Introduction Over the past few years, Snowflake has grown from a virtual unknown to a retailer with thousands of customers. Businesses have adopted Snowflake as migration from on-premise enterprise data warehouses (such as Teradata) or a more flexibly scalable and easier-to-manage alternative to […].

Data Science 397

Data Science 397

DeepMind

SEPTEMBER 25, 2022

We’re partnering with six education charities and social enterprises in the United Kingdom (UK) to co-create a bespoke education programme to help tackle the gaps in STEM education and boost existing programmes.

AI 57

AI AI 57

DataRobot Blog

SEPTEMBER 30, 2022

How do you track the integrity of a machine learning model in production? Model Observability can help. By tracking service, drift, prediction data, training data, and custom metrics, you can keep your models and predictions relevant in a fast-changing world. Tracking integrity is important: more than 84% of data scientists do not trust the model once it is in production.

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Data Drift Data Scientist ML Python 52

Analytics Vidhya

SEPTEMBER 27, 2022

This article was published as a part of the Data Science Blogathon. Introduction Blockchain technology is a decentralized, distributed ledger that preserves a record of digital asset ownership. It is a means to save data and information in a secure digital format. They are well known for their critical function in cryptocurrency systems like Bitcoin, […].

Data Science 396

Data Science 396

Analytics Vidhya

SEPTEMBER 30, 2022

This article was published as a part of the Data Science Blogathon. Introduction Recently I searched for an interesting dataset to learn something new. After searching for a long time, I got a dataset on Shark Attacks in Australia. This dataset contains about 1,100 + shark bites and attempted shark bites between 1791 and early 2022, […]. The post Analysis of Australian Shark Attacks appeared first on Analytics Vidhya.

Data Science 394

Data Science Python Machine Learning 394

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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

SEPTEMBER 27, 2022

This article was published as a part of the Data Science Blogathon. Introduction Proof-of-stake is a cryptocurrency consensus mechanism for processing transactions and creating new blocks in the blockchain. A consensus mechanism is a method for validating records in a distributed database and keeping the database secure. In the case of cryptocurrency, the database is […].

Data Science 394

Data Science 394

Analytics Vidhya

SEPTEMBER 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction Cryptography is a way of securing data against unauthorized access. In the blockchain, cryptography is used to secure transactions between two nodes in the blockchain network. As mentioned above, there are two main concepts in blockchain cryptography and hashing. Cryptography encrypts messages in […].

Data Science 383

Data Science 383

Analytics Vidhya

SEPTEMBER 30, 2022

This article was published as a part of the Data Science Blogathon. Source: DDI Introduction Data science job interviews need special skills. The candidates who succeed in landing employment are often not the ones with the best technical abilities but those who can pair such capabilities with interview acumen. Although data science is […].

Data Science 378

Data Science 378

Analytics Vidhya

SEPTEMBER 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction Have you ever encountered a situation where you felt to use a custom loss function in your machine learning model? Maybe, you had to experiment with a new loss function while writing a research paper or to handle a new business case. […]. The post Dummies Guide to Writing a Custom Loss Function in Tensorflow appeared first on Analytics Vidhya.

Machine Learning 371

Machine Learning Data Science Python 371

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

SEPTEMBER 29, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction Voice conversion (VC) can be used to improve the performance of speech recognition systems in low-resource languages by augmenting limited training data. However, VC has not been extensively used for this task considering the practical issues like compute speed and […].

Data Science 368

Data Science Artificial Intelligence Artificial Intelligence 368

Analytics Vidhya

SEPTEMBER 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction Sentiment Analysis is key to determining the emotion of the reviews given by the customer. Sentiment analysis is mainly used in e-commerce platforms or any platform which requires customer opinion to make people express their experience of that product or a thing. […].

Data Science 366

Data Science NLP 366

Analytics Vidhya

SEPTEMBER 29, 2022

This article was published as a part of the Data Science Blogathon. Overview The WWW is often used for application. The programmatic available interfaces are referred to as “web services.” In today’s era, Most people cannot envisage life without the internet. The global has transformed into a web of data. The semantic wave enclasps three stages […].

Data Science 364

Data Science 364

Analytics Vidhya

SEPTEMBER 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction Although artificial intelligence (AI) has made some impressive strides in recent years, it is evident that most of this development is confined to specific fields. Perhaps the least studied area is the realm of understanding known as `intuitive physics,’ which enables our […].

Artificial Intelligence 364

Artificial Intelligence Artificial Intelligence Data Science AI 364

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Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

Analytics Vidhya

SEPTEMBER 30, 2022

This article was published as a part of the Data Science Blogathon. Introduction Apache Spark is a fast and general engine used widely for large-scale data processing. It has several advantages over traditional data processing software. Let us discuss the major advantages below: Speed – Approximately 100 times faster than traditional MapReduce Jobs.

Data Science 361

Data Science Python 361

Analytics Vidhya

SEPTEMBER 30, 2022

This article was published as a part of the Data Science Blogathon. Source: [link] Introduction We know that Machine Learning Algorithms need preprocessing of data, and this data may vary in size. If we do not have enough computing power to pre-process it, we can not proceed with analyzing it, and then the question is how to […]. The post Out-of-Core ML: An Efficient Technique to Handle Large Data appeared first on Analytics Vidhya.

ML 359

ML Machine Learning Data Science Algorithm 359

Analytics Vidhya

SEPTEMBER 27, 2022

This article was published as a part of the Data Science Blogathon. Introduction My last blog discussed the “Training of a convolutional neural network from scratch using the custom dataset.” In that blog, I have explained: how to create a dataset directory, train, test and validation dataset splitting, and training from scratch. This blog is […].

Convolutional Neural Networks 358

Convolutional Neural Networks Neural Network Explainability Data Science 358

Analytics Vidhya

SEPTEMBER 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction In today’s world, the demand for machine learning and artificial intelligence is increasing, with more companies developing computer systems and building new technologies to achieve this goal. AI has become the world’s fastest-growing technology, with an estimated total of over 30,000 new […].

Artificial Intelligence 356

Artificial Intelligence Artificial Intelligence Machine Learning Data Science 356

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

SEPTEMBER 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction Have you ever thought of a means to get new data? The usefulness of the topic is one that easily helps other disciplines. Web content could be required in a way that makes it less effective to visit and use a website […]. The post Web Scrapping- Tool for Data Engineering appeared first on Analytics Vidhya.

Data Science 357

Data Science Python 357

Analytics Vidhya

SEPTEMBER 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction Why is a clearer understanding of skewness, kurtosis, and coefficient of variation needed for better decision-making based on their significance in a specific domain? Within what range of skewness and kurtosis a distribution shall be considered normal before selecting appropriate Statistical Tests (Hypothesis […].

Data Science 351

Data Science 351

Analytics Vidhya

SEPTEMBER 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction In today’s world, we know that we interact greatly with our smart devices. Have you ever wondered how your Smartphones and your personal computers interact? That is where NLP comes into the picture. In simple terms, NLP helps to teach computers to […]. The post Sentiment Analysis with NLP appeared first on Analytics Vidhya.

NLP 348

NLP Data Science 348

Analytics Vidhya

SEPTEMBER 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction The ability to reimplement a skill or knowledge from one, the original knowledge bearer, to a new knowledge “needer”, is referred to as transfer learning. These could be skilled in math, music, or cookery. In this post, we will discover how this […]. The post Non-Generalization Principles and Transfer Learning Technique appeared first on Analytics Vidhya.

Data Science 347

Data Science Deep Learning NLP 347

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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

SEPTEMBER 26, 2022

This article was published as a part of the Data Science Blogathon. Introduction Have you ever thought about how machines can tell whether a person has a disease or not by just analyzing their images? Have you heard of a recent revolutionary invention of FastTag, which significantly reduces the waiting time of vehicles in tool […]. The post Classify Images of IRIS Dataset and Hyperparameters appeared first on Analytics Vidhya.

Data Science 337

Data Science Deep Learning Python Machine Learning 337

Analytics Vidhya

SEPTEMBER 27, 2022

This article was published as a part of the Data Science Blogathon. Source: farmsio Introduction Water is essential for ensuring food security for the entire world’s […]. The post SWAMP: A High-precision Smart Irrigation System appeared first on Analytics Vidhya.

Data Science 329

Data Science 329

Analytics Vidhya

SEPTEMBER 28, 2022

This article was published as a part of the Data Science Blogathon. Introduction No one wins when a ship arrives at a port with a critically endangered whale wrapped around its bow right beneath the company’s brand logo. Recently, it has been noticed that due to the rapidly transforming ocean ecosystem and deteriorating ocean health, […].

Data Science 323

Data Science Artificial Intelligence Artificial Intelligence 323