insideBIGDATA

SEPTEMBER 15, 2023

Chip Huyen, co-founder of Claypot AI and author of O'Reilly's best-selling "Designing Machine Learning Systems" joins our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, to share her expertise on designing production-ready machine learning applications, the importance of iteration in real-world deployment, (..)

Machine Learning 243

Machine Learning Machine Learning Data Scientist AI 243

Analytics Vidhya

APRIL 8, 2024

AI-tools give real-time info, custom tips, and advanced analysis to traders and investors. The aim is to improve decision-making, adjust portfolios, and find trading chances in the changing stock market using machine learning, sentiment analysis, and predictive analytics.

Predictive Analytics 245

Predictive Analytics AI AI Machine Learning 245

Analytics Vidhya

MARCH 14, 2023

Introduction Machine Learning in marketing has altered the traditional way of marketing. According to Gartner, by 2023, leading organizations will employ machine learning in some aspects of their sales process.

Machine Learning 319

Machine Learning Machine Learning Analytics Analytics 319

Data Science Dojo

APRIL 18, 2024

Learn more about how AI is helping content creators to improve their skills 4. Dynamic Pricing : AI adjusts product pricing in real-time based on factors like demand, inventory levels, and competitor pricing, ensuring competitive and profitable pricing strategies.

AI 397

AI AI Predictive Analytics Artificial Intelligence 397

Data Science Dojo

APRIL 29, 2024

These AI systems learn from large datasets to recognize patterns and structures, which they then use to generate new, original outputs similar to the data they trained on. How Generative AI Works Generative AI operates by learning from vast amounts of data to generate new content that mimics the original data in form and quality.

AI 539

AI AI Deep Learning Deep Learning 539

Data Science Dojo

JUNE 9, 2023

This makes it an opportune time to pursue a career in data science. These programs typically cover topics such as data wrangling, statistical inference, machine learning, and Python programming. Short-term : Bootcamps typically last for 3-6 months, which is much shorter than traditional college degrees.

Data Science 370

Data Science Machine Learning Machine Learning Data Scientist 370

Data Science Dojo

OCTOBER 9, 2023

Acquiring and preparing real-world data for machine learning is costly and time-consuming. Synthetic data in machine learning offers an innovative solution. To train machine learning models, you need data. Accuracy: Synthetic data can match real data quality.

Machine Learning 195

Machine Learning Machine Learning Data Quality 195

Eugene Yan

JANUARY 9, 2021

Why real-time? How have China & US companies built them? How to design & build an MVP?

Machine Learning 100

Machine Learning Machine Learning 100

Data Science Dojo

SEPTEMBER 8, 2023

We’ll dive into the core concepts of AI, with a special focus on Machine Learning and Deep Learning, highlighting their essential distinctions. While these tools were effective, they demanded significant time and computational resources. Uses deep learning, natural language processing, and computer vision.

Predictive Analytics 243

Predictive Analytics Analytics Analytics Deep Learning 243

Data Science Dojo

MARCH 8, 2023

With its powerful data manipulation and analysis capabilities, Python has emerged as the language of choice for data scientists, machine learning engineers, and analysts.     By learning Python, you can effectively clean and manipulate data, create visualizations, and build machine-learning models.

Data Science 497

Data Science Python Machine Learning Machine Learning 497

Analytics Vidhya

SEPTEMBER 5, 2021

This article was published as a part of the Data Science Blogathon Introduction Deep learning is a subset of Machine Learning and Artificial Intelligence that imitates the way humans gain certain types of knowledge. deep-learning helps to solve many artificial intelligence applications that help improving […].

Deep Learning 394

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 394

Data Science Dojo

MARCH 7, 2024

In the dynamic world of machine learning and natural language processing (NLP), database optimization is crucial for effective data handling. Additionally, real-world case studies will illuminate the tangible impact of these databases across diverse applications.

Database 273

Database Machine Learning Machine Learning Natural Language Processing 273

Analytics Vidhya

MAY 25, 2022

Source: Link Introduction In this article, we are going to discuss machine learning with Spark in Python. Our goal is to build a regression Pipeline that works in Spark and gives a real-time prediction. This article was published as a part of the Data Science Blogathon.

Machine Learning 364

Machine Learning Machine Learning Data Science Python 364

Dataconomy

FEBRUARY 20, 2024

This development, mirroring concepts used by industry giants like Tesla, has the potential to transform AI-powered solutions, specifically within real-time AR try-on experiences. A fundamental challenge of VTO lies in achieving real-time processing without sacrificing visual quality.

ML 184

ML ML Machine Learning Machine Learning 184

KDnuggets

MARCH 23, 2022

Feature Stores for Real-time AI & Machine Learning; How to Generate Tabular Synthetic Dataset. Best Data Science Books for Beginners; Linear vs Logistic Regression: A Succinct Explanation; Why Are So Many Data Scientists Quitting Their Jobs?;

Data Science 271

Data Science Data Scientist Machine Learning Machine Learning 271

Data Science Dojo

OCTOBER 11, 2023

This means faster response times and less strain on network resources. Read more –> Guide to LLM chatbots: Real-life applications Data processing at the edge In data science, edge computing is emerging as a pivotal force, enabling faster data processing directly at the source.

Data Science 300

Data Science Data Analysis Data Analysis Artificial Intelligence 300

insideBIGDATA

JULY 22, 2023

In this contributed article, Michael Rinehart, VP of Artificial Intelligence at Securiti.ai, believes that data-driven machine-learned algorithms can be essential to accuracy in important situations, but also for routine frontline work allowing companies to produce real-time insights that can help predict and improve performance.

Artificial Intelligence 195

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 195

Analytics Vidhya

JULY 2, 2020

When was the last time you walked into a shop that didn’t have a. The post Real-World Machine Learning Case Study: Clustering Transactions Based on Text Descriptions appeared first on Analytics Vidhya. Introduction We are living in the era of digital technologies.

Clustering 376

Clustering Machine Learning Machine Learning Analytics 376

Analytics Vidhya

OCTOBER 15, 2021

This article was published as a part of the Data Science Blogathon Overview of Streamlit If you are someone who has built ML models for real-time predictions and wondering how to deploy models in the form of web applications, to increase their accessibility. You are at the right place as in this article you will be […].

Machine Learning 346

Machine Learning Machine Learning Data Science ML 346

Data Science Dojo

OCTOBER 17, 2023

You could use a traditional machine translation system, but these systems can sometimes be inaccurate and produce translations that are difficult to understand. LLMs are trained on massive datasets of text and code, which allows them to learn the patterns of human language and generate translations that are more natural-sounding and accurate.

AI 307

AI AI Deep Learning Deep Learning 307

Analytics Vidhya

SEPTEMBER 19, 2021

This article was published as a part of the Data Science Blogathon Introduction OpenCV is the most popular library for the task of computer vision, it is a cross-platform open-source library for machine learning, image processing, etc. using which real-time computer vision applications are developed.

Machine Learning 340

Machine Learning Machine Learning Data Science Analytics 340

Dataconomy

MAY 6, 2024

Whether you’re a business owner or a project manager, it’s essential to understand what machine learning is, how machine learning operations (MLOps) function, and how they benefit from continuous software auditing. It makes sure the system works well all the time, not just occasionally.

Machine Learning 103

Machine Learning Machine Learning 103

Data Science Dojo

JUNE 1, 2023

Machine learning courses are not just a buzzword anymore; they are reshaping the careers of many people who want their breakthrough in tech. From revolutionizing healthcare and finance to propelling us towards autonomous systems and intelligent robots, the transformative impact of machine learning knows no bounds.

Machine Learning 195

Machine Learning Machine Learning Natural Language Processing Deep Learning 195

Analytics Vidhya

FEBRUARY 18, 2022

OpenCV is a massive open-source library for various fields like computer vision, machine learning, image processing and plays a critical function in real-time operations, which are fundamental in today’s systems. The post A Basic Introduction to OpenCV in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 256

Deep Learning Deep Learning Machine Learning Machine Learning 256

IBM Data Science in Practice

MARCH 8, 2023

Feature Platforms — A New Paradigm in Machine Learning Operations (MLOps) Operationalizing Machine Learning is Still Hard OpenAI introduced ChatGPT. The growth of the AI and Machine Learning (ML) industry has continued to grow at a rapid rate over recent years.

Machine Learning 264

Machine Learning Machine Learning ML ML 264

Machine Learning Research at Apple

FEBRUARY 6, 2023

Lack of diversity in data collection has caused significant failures in machine learning (ML) applications. While ML developers perform post-collection interventions, these are time intensive and rarely comprehensive.

Machine Learning 218

Machine Learning Machine Learning ML ML 218

Dataconomy

MAY 6, 2024

This makes them ideal for supporting complex machine learning and deep learning applications that require substantial processing power and parallel computing capabilities. B2B businesses in the machine learning sector are increasingly turning to advanced cloud GPU servers to handle large datasets and run intensive algorithms.

Machine Learning 113

Machine Learning Machine Learning AI AI 113

DrivenData Labs

MAY 24, 2023

The NAS is investing in new ways to bring vast amounts of data together with state-of-the-art machine learning to improve air travel for everyone. One significant source of uncertainty comes right at the beginning of a flight: the pushback time, that is, the time that a flight leaves the departure gate.

Machine Learning 225

Machine Learning Machine Learning Decision Trees Data Science 225

Dataconomy

MAY 4, 2023

Machine learning applications in healthcare are rapidly advancing, transforming the way medical professionals diagnose, treat, and prevent diseases. In this rapidly evolving field, machine learning is poised to drive significant advancements in healthcare, improving patient outcomes and enhancing the overall healthcare experience.

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Machine Learning Machine Learning Algorithm ML 192

Machine Learning Research at Apple

APRIL 13, 2023

*=Authors contributed equally Machine learning (ML) models can fail in unexpected ways in the real world, but not all model failures are equal. With finite time and resources, ML practitioners are forced to prioritize their model debugging and improvement efforts.

ML 130

ML ML Machine Learning Machine Learning 130

Dataconomy

MAY 25, 2023

Simultaneously, artificial intelligence has revolutionized the way machines learn, reason, and make decisions. On the other hand, artificial intelligence is the simulation of human intelligence in machines that are programmed to think and learn like humans.

Internet of Things 160

Internet of Things Artificial Intelligence Artificial Intelligence AI 160

Hacker News

FEBRUARY 14, 2024

Ideas that should be made real — and that we’d want to fund! In a recent discussion like this, we realized it was time to put together an entirely new Request for Startups. Each one offers up ideas we’d want to see made real, in spaces that we believe will be important in the coming decades.

Machine Learning 181

Machine Learning Machine Learning AI AI 181

Dataconomy

MAY 16, 2022

Researchers have now trained a machine learning system to detect earthquakes using tiny gravitational signals, showing how they may be used to pinpoint the position and extent of a major quake in near-real-time. Earthquakes have the power to alter Earth’s gravitational field at a colossal scale.

ML 172

ML ML Machine Learning Machine Learning 172

Towards AI

MAY 14, 2024

Created by the author with DALL E-3 Machine learning has become very popular in the world of technology, this is evidenced as witnessed in social media with topics like deep learning, artificial intelligence and machine learning dominating the conversation when it comes to technology-related topics.

Machine Learning 68

Machine Learning Machine Learning Hypothesis Testing Algorithm 68

Dataconomy

NOVEMBER 15, 2023

Challenges in international parcel deliveries Ordering products from overseas brings its own set of challenges, and timely delivery is often a primary concern for consumers. ML and AI algorithms analyze a multitude of data points, including historical shipping patterns, weather conditions, and even customs clearance times.

Machine Learning 103

Machine Learning Machine Learning ML ML 103

Dataconomy

MAY 13, 2024

Mira Murati, the CTO, described GPT-4o as altering the traditional ways in which humans and machines collaborate. OpenAI’s CTO, Mira Murati, clarifies that the primary advantage for paid subscribers is the ability to make five times as many daily requests to GPT-4o compared to those on the free plan.

AI 103

AI AI Artificial Intelligence Artificial Intelligence 103

Towards AI

MARCH 6, 2024

Unlock the secrets of machine learning mastery in just 8 weeks! Image Credit: Tatiana Shepeleva Hey aspiring machine learning enthusiasts, it’s Usman! Get ready for an exhilarating 8-week journey into the world of Machine Learning. Your ultimate and detailed study plan for success is revealed!Image

Machine Learning 102

Machine Learning Machine Learning ML ML 102