insideBIGDATA

JULY 2, 2024

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, discusses how AI has emerged as a transformative force across various sectors, and the financial industry is no exception. With its ability to process vast amounts of data, uncover patterns, and make predictions with unprecedented accuracy, AI is reshaping how financial institutions operate, manage risks, and serve their clients.

Data Scientist 409

Data Scientist AI AI Data Science 409

KDnuggets

JULY 4, 2024

So you want to become a software developer? Start coding your way through these free certifications today.

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databricks

JULY 2, 2024

Databricks announced the public preview of Mosaic AI Agent Framework & Agent Evaluation alongside our Generative AI Cookbook at the Data + AI.

AI 355

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Analytics Vidhya

JUNE 30, 2024

Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. The system improves consumer reach and personalization by using LLMs to translate questions between local languages and English. We go over the architecture, implementation specifics, advantages, and required actions.

Analytics 349

Analytics Analytics Deep Learning Deep Learning 349

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

Data Science Dojo

JULY 5, 2024

Machine learning models are algorithms designed to identify patterns and make predictions or decisions based on data. These models are trained using historical data to recognize underlying patterns and relationships. Once trained, they can be used to make predictions on new, unseen data. Modern businesses are embracing machine learning (ML) models to gain a competitive edge.

Machine Learning 322

Machine Learning Machine Learning ML ML 322

KDnuggets

JULY 2, 2024

Learn SQL, Python, statistics, mathematics, and data analysis—everything you need to learn before you start the journey of becoming a professional data scientist.

Data Science 342

Data Science Data Scientist SQL Data Analysis 342

Analytics Vidhya

JULY 3, 2024

Introduction Keys are an important part of SQL, and the primary, foreign, and candidate keys hold a significant value. The alternate key holds are crucial, yet we often overlook their importance. They are used to design our database, Ensure the integrity of our data, and create an efficient way to retrieve records. Intriguing right? Further in […] The post What are the SQL Alternate Keys?

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Adrian Bridgwater for Forbes

JULY 3, 2024

We are now at a point where we can talk about so-called "data products" as defined information entities that exist in a more formally coalesced and correlated way that.

Big Data 318

Big Data Big Data 318

KDnuggets

JULY 5, 2024

Learn essential techniques for tuning hyperparameters to enhance the performance of your neural networks.

Machine Learning 318

Machine Learning Machine Learning 318

Machine Learning Mastery

JULY 2, 2024

Using machine learning to solve real-world problems is exciting. But most eager beginners jump straight to model building—overlooking the fundamentals—resulting in models that aren’t very helpful. From understanding the data to choosing the best machine learning model for the problem, there are some common mistakes that beginners often tend to make.

Machine Learning 299

Machine Learning Machine Learning 299

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Analytics Vidhya

JULY 2, 2024

Introduction In the rapidly evolving field of Generative AI, powerful models only do through prompting by humans until agents come, it’s like models are brains and agents are limbs, so, agentic workflow is introduced to do tasks autonomously using agents leveraging GenAI model. In the world of AI development agents are the future because agents […] The post Exploring Microsoft’s AutoGen Framework for Agentic Workflow appeared first on Analytics Vidhya.

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Adrian Bridgwater for Forbes

JULY 1, 2024

As modern as we assume all cloud computing deployments to be, the wider approach to cloud is not wholly modern from a standardized platform management perspective.

Cloud Computing 292

Cloud Computing 292

KDnuggets

JULY 3, 2024

Explore the simplicity and flexibility of duck typing in Python — where code adapts based on behavior, not rigid types!

Python 317

Python 317

Machine Learning Mastery

JULY 5, 2024

Feature engineering is an important step in the machine learning pipeline. It is the process of transforming data in its native format into meaningful features to help the machine learning model learn better from the data. If done right, feature engineering can significantly enhance the performance of machine learning algorithms. Beyond the basics of understanding […] The post Tips for Effective Feature Engineering in Machine Learning appeared first on MachineLearningMastery.com.

Machine Learning 291

Machine Learning Machine Learning Algorithm 291

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Analytics Vidhya

JULY 2, 2024

Introduction Structured Query Language (SQL) is the foundation of managing and manipulating relational databases. One of the most powerful features in SQL is the use of views. They simplify and compress complex queries, making database interactions more efficient and manageable. It is a must-have skill for not just data analysts, but basically anyone working with […] The post What Are Views in SQL?

SQL 336

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databricks

JULY 1, 2024

Mixture-of-Experts (MoE) has emerged as a promising LLM architecture for efficient training and inference. MoE models like DBRX , which use multiple expert.

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KDnuggets

JULY 3, 2024

Should I bother pursuing a career in data science in 2024?

Data Science 305

Data Science 305

Machine Learning Mastery

JUNE 30, 2024

Photography has been around for more than a century. There are many old photos around, and probably your family has some, too. Limited by the camera and film of the time, you may have photos of low resolution, blurry, or with folds or scratches. Restoring these old photos and making them like new ones taken […] The post Stable Diffusion Project: Reviving Old Photos appeared first on MachineLearningMastery.com.

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Analytics Vidhya

JULY 1, 2024

Introduction Planning a trip can be challenging these days. With so many choices for flights, hotels, and activities, travelers often find it difficult to pick the best options. Our Yatra Sevak.Ai chatbot is here to help. Imagine having a personal travel assistant at your fingertips someone who can book flights, find great hotels, recommend local […] The post Build a Travel Assistant Chatbot with HuggingFace, LangChain, and MistralAI appeared first on Analytics Vidhya.

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Analytics Analytics Python AI 336

Adrian Bridgwater for Forbes

JULY 2, 2024

Whatever the outcome of AI agents & RPA being applied to business, the changing dynamics of AI must be leaving management consultants rubbing their hands in anticipation.

AI 238

AI AI 238

KDnuggets

JULY 1, 2024

Let's take a look at how to navigate the Unix/Linux filesystem using bash.

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insideBIGDATA

JULY 5, 2024

In this contributed article, Chris Opat, Backblaze senior vice president of cloud operations, highlights how companies can innovate with AI while staying within the budget by understanding the type of AI you’re training, its latency requirements, the quantities of training data, and what third-party data you’ll need.

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AI AI Deep Learning Deep Learning 221

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Analytics Vidhya

JUNE 29, 2024

Introduction Git is a powerful distributed version control system used by developers to manage source code changes. Branching, which enables the simultaneous development of different versions of a project, is one of its fundamental characteristics. This article will cover the definition of branches, the value of branching, the function of an upstream branch in Git, […] The post How to Set Upstream Branch in Git?

Analytics 335

Analytics Analytics 335

Data Science Dojo

JULY 1, 2024

Artificial intelligence (AI) is rapidly transforming our world, from self-driving cars to hilarious mistakes by chatbots. But what about the lighter side of AI? AI can be more than just algorithms and robots; it can be a source of amusement and creativity. This blog is here to explore the funny side of AI. We’ll delve into AI’s attempts at writing stories and poems, discover epic AI fails, and explore the quirky ways AI interacts with the world.

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AI AI Artificial Intelligence Artificial Intelligence 221

KDnuggets

JULY 2, 2024

In today's data science landscape, how does one set themselves apart from the competition? Let’s take a look at seven of the best certifications out there.

Data Science 301

Data Science 301

insideBIGDATA

JULY 5, 2024

[Sponsored Post] This webinar: "Getting Started with Llama 3 on AMD Radeon and Instinct GPUs" provides a guide to installing Hugging Face transformers, Meta’s Llama 3 weights, and the necessary dependencies for running Llama locally on AMD systems with ROCm™ 6.0.

Deep Learning 221

Deep Learning Deep Learning Data Science AI 221

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Analytics Vidhya

JULY 1, 2024

Introduction It is important for anybody working in the field of data science to know how databases work. My name is Sabreena. Functional dependency is one of the most basic concepts to understand when it comes to database management. It helps in the design, normalization, and optimization of relational databases, which makes it pivotal for […] The post Functional Dependency in DBMS appeared first on Analytics Vidhya.

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Data Science Dojo

JULY 4, 2024

Generative AI applications like ChatGPT and Gemini are becoming indispensable in today’s world. However, these powerful tools come with significant risks that need careful mitigation. Among these challenges is the potential for models to generate biased responses based on their training data or to produce harmful content, such as instructions on making a bomb.

AI 195

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KDnuggets

JULY 5, 2024

In this blog, we will define Pandas and provide an example of how you can vectorize your Python code to optimize dataset analysis using Pandas to speed up your code over 300x times faster.

Python 278

Python 278

insideBIGDATA

JULY 5, 2024

A new research study with HFS Research from Genpact (helping leading finance organizations with digital transformation) found that leading CFOs expect AI to be the "future" of their company. The CFOs surveyed – including chiefs from HP, HSBC, Trinity Health and more – see the biggest potential for data analysis, customer integration and forecasting, but also expressed concern about how to take the next step.

Data Analysis 221

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.