Analytics Vidhya

JANUARY 20, 2023

Introduction Machine learning has become an essential tool for organizations of all sizes to gain insights and make data-driven decisions. However, the success of ML projects is heavily dependent on the quality of data used to train models. Poor data quality can lead to inaccurate predictions and poor model performance. Understanding the importance of data […] The post What is Data Quality in Machine Learning?

Data Quality 397

Data Quality Machine Learning ML ETL 397

BAIR

JANUARY 20, 2023

Reinforcement learning provides a conceptual framework for autonomous agents to learn from experience, analogously to how one might train a pet with treats. But practical applications of reinforcement learning are often far from natural: instead of using RL to learn through trial and error by actually attempting the desired task, typical RL applications use a separate (usually simulated) training phase.

Robotics 275

Robotics Continuous Learning Algorithm 275

IBM Journey to AI blog

JANUARY 19, 2023

Data privacy regulations, such as the General Data Protection Regulation (GDPR) in the European Union or the California Consumer Privacy Act (CCPA) in the state of California, are inescapable. By 2024, for instance, 75% of the entire world’s population will have its personal data protected by encryption, multifactor authentication, masking and erasure, as well as data resilience.

Explainability 159

Explainability AI AI 159

O'Reilly Media

JANUARY 17, 2023

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. Pretty simple. An experienced practitioner will tell you something very different. They’d say that the job involves writing some software, sure. But deep down it’s about the purpose of software.

Automation 145

Automation Robotics Data Scientist ML 145

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Start building the AI workforce of the future with our comprehensive guide to creating an AI-first contact center. Learn how Conversational and Generative AI can transform traditional operations into scalable, efficient, and customer-centric experiences. What is AI-First? Transition from outdated, human-first strategies to an AI-driven approach that enhances customer engagement and operational efficiency.

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Analytics Vidhya

JANUARY 20, 2023

Introduction Machine learning is great! But there’s one thing that makes it even better: ensemble learning. Ensemble learning helps enhance the performance of machine learning models. The concept behind it is simple. Multiple machine learning models are combined to obtain a more accurate model. Bagging, boosting and stacking are the three most popular ensemble learning techniques. […] The post Ensemble Learning Methods: Bagging, Boosting and Stacking appeared first on Analytics Vidhy

Machine Learning 348

Machine Learning Algorithm 348

IBM Journey to AI blog

JANUARY 17, 2023

Due to the convergence of events in the data analytics and AI landscape, many organizations are at an inflection point. Regardless of size, industry or geographical location, the sprawl of data across disparate environments, increase in velocity of data and the explosion of data volumes has resulted in complex data infrastructures for most enterprises.

Data Science 146

Data Science Data Integration Automation Metadata 146

Google Research AI blog

JANUARY 18, 2023

Posted by Jeff Dean, Senior Fellow and SVP of Google Research, on behalf of the Google Research community Today we kick off a series of blog posts about exciting new developments from Google Research. Please keep your eye on this space and look for the title “Google Research, 2022 & Beyond” for more articles in the series. I’ve always been interested in computers because of their ability to help people better understand the world around them.

Computer Vision 132

Computer Vision Auto-classification Large Language Models Neural Network 132

Analytics Vidhya

JANUARY 18, 2023

Introduction We have internet access in every corner of the country. Almost all businesses around us, like manufacturing, retail, consultancy, etc., are trying to go digital and display themselves on the web to scale and increase sales. If you want to know anything about your surroundings, then the internet is the first choice we prefer. […]. The post Complete Guide to Ethereum Blockchain with Python appeared first on Analytics Vidhya.

Python 346

Python 346

AssemblyAI

JANUARY 19, 2023

Stable Diffusion allows you to create incredible images like the one below with only a sentence; but it requires a GPU to run in a reasonable amount of time. Since GPUs are expensive and in short supply, many users opt to instead pay for credits in a web app like DreamStudio in order to use Stable Diffusion in the cloud. Luckily, users do not need to pay for either of these options.

Python 130

Python Prompt Engineer Prompt Engineering Chatbots 130

Speaker: Jesse Hunter and Brynn Chadwick

Today’s buyers expect more than generic outreach–they want relevant, personalized interactions that address their specific needs. For sales teams managing hundreds or thousands of prospects, however, delivering this level of personalization without automation is nearly impossible. The key is integrating AI in a way that enhances customer engagement rather than making it feel robotic.

AI

IBM Journey to AI blog

JANUARY 17, 2023

I have worked with IBM Planning Analytics with Watson , the platform formerly known as TM1, for over 20 years. I have never been more excited to share in our customers’ enthusiasm for this solution and how it is revolutionising many manual, disconnected, and convoluted processes to support an organisation’s planning and decision-making activities. Over the last few months, we have been collecting stories from our customers and projects delivered in 2022 and hearing the feedback on how IBM Planni

Data Analysis 146

Data Analysis AI AI 146

Eugene Yan

JANUARY 14, 2023

How to migrate and sync notes & images across devices

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Analytics Vidhya

JANUARY 15, 2023

Introduction to AWS AWS, or Amazon Web Services, is one of the world’s most widely used cloud service providers. It is a cloud platform that provides a wide variety of services that can be used together to create highly scalable applications. AWS has many clusters of data centers in multiple countries across the globe. These […]. The post AWS Lambda Tutorial: Creating Your First Lambda Function appeared first on Analytics Vidhya.

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AssemblyAI

JANUARY 17, 2023

This week’s AI Research Review is Locating and Editing Factual Associations in GPT. What’s Exciting About this Paper In this paper , the authors show that facts in GPT can be localized and that individual facts can be changed. Key Findings This paper touches on the old question: Can we localize where the knowledge in a network is? Obviously, GPT has learned facts about our world.

AI Researcher 130

AI Researcher AI Research Explainability AI 130

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

LLM

IBM Journey to AI blog

JANUARY 18, 2023

Data platform architecture has an interesting history. Towards the turn of millennium, enterprises started to realize that the reporting and business intelligence workload required a new solution rather than the transactional applications. A read-optimized platform that can integrate data from multiple applications emerged. It was Datawarehouse. In another decade, the internet and mobile started the generate data of unforeseen volume, variety and velocity.

Data Platform 130

Data Platform ETL Metadata Data Discovery 130

NYU Center for Data Science

JANUARY 20, 2023

Clinical Associate Professor of Data Science and Psychology Pascal Wallisch tackles Twitter’s most pressing questions about visual illusions for Wired The visual perception expert explains the science behind blivets, motion-induced blindness, mirages, the viral dress image, and more Clinical Associate Professor of Data Science and Psychology, Pascal Wallisch When Clinical Associate Professor of Data Science and Psychology Pascal Wallisch received an email from Wired looking for “tech support exp

Data Science 98

Data Science Explainability 98

Analytics Vidhya

JANUARY 17, 2023

Introduction Data Science and Artificial Intelligence (AI) are two of the most rapidly growing and exciting technological fields today. Both disciplines are revolutionizing how we process, analyze, and make sense of data to solve complex problems and make informed decisions. In this blog, we will delve into the definitions of Data Science and AI, explore […].

Artificial Intelligence 335

Artificial Intelligence Artificial Intelligence Data Science Natural Language Processing 335

databricks

JANUARY 19, 2023

Built-in functions extend the power of SQL with specific transformations of values for common needs and use cases. For example, the LOG10 function.

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Defined.ai blog

JANUARY 19, 2023

With its limitless potential to drive future growth , competitiveness, and job creation, AI is predicted to become the competitive advantage of the 21st century. As a result, AI innovation and adoption have emerged as key to international competition in both economic and state applications. Europe remains behind in the AI race According to AI Watch Index , Europe continues to lag behind the US and China in global AI power, despite recent healthy investment growth.

Conversational AI 98

Conversational AI Natural Language Processing Big Data Automation 98

AWS Machine Learning Blog

JANUARY 17, 2023

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) partly based on JupyterLab 3. Studio provides a web-based interface to interactively perform ML development tasks required to prepare data and build, train, and deploy ML models. In Studio, you can load data, adjust ML models, move in between steps to adjust experiments, compare results, and deploy ML models for inference.

Software Engineer 97

Software Engineer ML Engineer ML Machine Learning 97

Analytics Vidhya

JANUARY 20, 2023

Introduction If you are looking for a platform where you can learn about Data Science, then look no more! Analytics Vidhya is the one. We have always kept our community at the centre stage of the ecosystem. In mind, Analytics Vidhya has launched the DataHour sessions, which will improve your domain knowledge and help you […] The post Unlock Learnings with the January DataHour Sessions!

Data Science 328

Data Science Algorithm Python 328

databricks

JANUARY 17, 2023

A new data management architecture known as the data lakehouse emerged independently across many organizations and use cases to support AI and BI.

AI 98

AI AI 98

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DataRobot Blog

JANUARY 17, 2023

As a data scientist, one of the best things about working with DataRobot customers is the sheer variety of highly interesting questions that come up. Recently, a prospective customer asked me how I reconcile the fact that DataRobot has multiple very successful investment banks using DataRobot to enhance the P&L of their trading businesses with my comments that machine learning models aren’t always great at predicting financial asset prices.

Data Scientist 87

Data Scientist Machine Learning Explainability ML 87

AWS Machine Learning Blog

JANUARY 17, 2023

Amazon SageMaker JumpStart is the Machine Learning (ML) hub of SageMaker providing pre-trained, publicly available models for a wide range of problem types to help you get started with machine learning. Understanding customer behavior is top of mind for every business today. Gaining insights into why and how customers buy can help grow revenue. Customer churn is a problem faced by a wide range of companies, from telecommunications to banking, where customers are typically lost to competitors.

Categorization 90

Categorization BERT Machine Learning Neural Network 90

Analytics Vidhya

JANUARY 16, 2023

This article was published as a part of the Data Science Blogathon. Introduction Artificial intelligence (AI) is rapidly becoming a fundamental part of our daily lives, from self-driving cars to virtual personal assistants. However, as AI technology advances, it is crucial to consider the ethical implications of its development and use. The use of AI […].

Artificial Intelligence 319

Artificial Intelligence Artificial Intelligence Data Science AI 319

databricks

JANUARY 17, 2023

Since their initial release, SQL user-defined functions have become hugely popular among both Databricks Runtime and Databricks SQL customers. This simple yet powerful.

ML 98

ML Data Science 98

Speaker: Alexa Acosta, Director of Growth Marketing & B2B Marketing Leader

Marketing is evolving at breakneck speed—new tools, AI-driven automation, and changing buyer behaviors are rewriting the playbook. With so many trends competing for attention, how do you cut through the noise and focus on what truly moves the needle? In this webinar, industry expert Alexa Acosta will break down the most impactful marketing trends shaping the industry today and how to turn them into real, revenue-generating strategies.

Automation

PyImageSearch

JANUARY 16, 2023

Table of Contents Scaling Kaggle Competitions Using XGBoost: Part 3 Gradient Boost at a Glance AdaBoost vs. Gradient Boosting Gradient Boosting Dissected Configuring Your Development Environment Having Problems Configuring Your Development Environment? Setting Up Our Project Comparing XGboost and Gradient Boost Results Summary Citation Information Scaling Kaggle Competitions Using XGBoost: Part 3 We continue our journey into understanding XGBoost, but there is one penultimate stop we need to mak

Computer Vision 79

Computer Vision Deep Learning Neural Network Algorithm 79

AWS Machine Learning Blog

JANUARY 20, 2023

This post is co-written by Christopher Diaz, Sam Kinard, Jaime Hidalgo and Daniel Suarez from CCC Intelligent Solutions. In this post, we discuss how CCC Intelligent Solutions (CCC) combined Amazon SageMaker with other AWS services to create a custom solution capable of hosting the types of complex artificial intelligence (AI) models envisioned. CCC is a leading software-as-a-service (SaaS) platform for the multi-trillion-dollar property and casualty insurance economy powering operations for ins

AI Modeling 83

AI Modeling Computer Vision AI AI 83

Analytics Vidhya

JANUARY 16, 2023

This article was published as a part of the Data Science Blogathon. Introduction Once upon a time, there was an individual trader named Anand. He was a novice in the finance industry, and like many traders, he struggled to find a consistent and profitable trading strategy. Anand was determined to improve his skills and searched […]. The post Unveiling Financial Insights: A Financial EDA Journey appeared first on Analytics Vidhya.

Data Science 319

Data Science Python 319