Data Science Dojo

JULY 5, 2024

Machine learning models are algorithms designed to identify patterns and make predictions or decisions based on data. Modern businesses are embracing machine learning (ML) models to gain a competitive edge. Since the impact and use of AI are growing drastically, it makes ML models a crucial element for modern businesses.

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Data Science Dojo

SEPTEMBER 23, 2024

This powerful yet simple concept helps data scientists and machine learning practitioners assess the accuracy of classification algorithms , providing insights into how well a model is performing in predicting various classes. In this blog, we will explore the concept of a confusion matrix using a spam email example.

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Pickl AI

JANUARY 21, 2025

Summary: Machine Learning algorithms enable systems to learn from data and improve over time. These algorithms are integral to applications like recommendations and spam detection, shaping our interactions with technology daily. These intelligent predictions are powered by various Machine Learning algorithms.

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Data Science Dojo

DECEMBER 28, 2023

That world is not science fiction—it’s the reality of machine learning (ML). In this blog post, we’ll break down the end-to-end ML process in business, guiding you through each stage with examples and insights that make it easy to grasp. Formatting the data in a way that ML algorithms can understand.

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AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. An effective approach that addresses a wide range of observed issues is the establishment of an AI/ML center of excellence (CoE). What is an AI/ML CoE?

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Data Science Dojo

FEBRUARY 13, 2025

In this blog, well explore the top AI conferences in the USA for 2025, breaking down what makes each one unique and why they deserve a spot on your calendar. From an enterprise perspective, this conference will help you learn to optimize business processes, integrate AI into your products, or understand how ML is reshaping industries.

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Dataversity

DECEMBER 3, 2024

There is no doubt that machine learning (ML) is transforming industries across the board, but its effectiveness depends on the data it’s trained on. The ML models traditionally rely on real-world datasets to power the recommendation algorithms, image analysis, chatbots, and other innovative applications that make it so transformative.

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Towards AI

NOVEMBER 16, 2024

Keswani’s Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial. Keswani’s Algorithm: The algorithm essentially makes response function : maxy∈{R^m} f (.,

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Data Science Dojo

SEPTEMBER 25, 2024

By leveraging AI-powered algorithms, media producers can improve production processes and enhance creativity. In this blog, we will explore the impact of AI on media production, analyzing how it benefits the people working within this industry and the audiences. The advantages of using AI in media production processes are multifaceted.

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Towards AI

JANUARY 19, 2025

ML algorithms like gradient descent struggle with this kind of feature because large-scale features often dominate the optimization process. Scaling makes sure that all features are treated equally by ML models, because that way we can enhance the models accuracy and convergence speed. It ultimately leads to skewed results.

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Data Science Dojo

JULY 5, 2023

Machine Learning (ML) is a powerful tool that can be used to solve a wide variety of problems. Getting your ML model ready for action: This stage involves building and training a machine learning model using efficient machine learning algorithms. However, building and deploying a machine-learning model is not a simple task.

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AWS Machine Learning Blog

OCTOBER 24, 2024

Machine learning (ML) helps organizations to increase revenue, drive business growth, and reduce costs by optimizing core business functions such as supply and demand forecasting, customer churn prediction, credit risk scoring, pricing, predicting late shipments, and many others. Let’s learn about the services we will use to make this happen.

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IBM Data Science in Practice

JANUARY 9, 2024

Many businesses are in different stages of their MAS AI/ML modernization journey. In this blog, we delve into 4 different “on-ramps” we created in a MAS Accelerator to offer a straightforward path to harnessing the power of AI in MAS, wherever you may be on your MAS AI/ML modernization journey.

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Towards AI

JANUARY 9, 2024

You see, AI is just the most general term for decision-making algorithms and does not necessarily mean ML. But a subset of… Read the full blog for free on Medium. Machine Learning fundamentals are not 100% the same as Deep Learning fundamentals and are perhaps even more important.

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AWS Machine Learning Blog

FEBRUARY 12, 2024

The Ranking team at Booking.com plays a pivotal role in ensuring that the search and recommendation algorithms are optimized to deliver the best results for their users. Essential ML capabilities such as hyperparameter tuning and model explainability were lacking on premises.

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AWS Machine Learning Blog

NOVEMBER 14, 2024

We recently announced the general availability of cross-account sharing of Amazon SageMaker Model Registry using AWS Resource Access Manager (AWS RAM) , making it easier to securely share and discover machine learning (ML) models across your AWS accounts.

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Towards AI

NOVEMBER 8, 2024

We don’t have better algorithms; we just have more data. Edited Photo by Taylor Vick on Unsplash In ML engineering, data quality isn’t just critical — it’s foundational. Yet, this perspective often gets sidelined and there was never a consensus in the ML community about it. Because of how ML practitioners were initially trained.

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Towards AI

JANUARY 24, 2025

Diabetes Prediction with ML This member-only story is on us. Using machine learning techniques/algorithms, we would try to predict whether a patient has diabetes or not. Well some dataset are… Read the full blog for free on Medium. Author(s): Rohan Rao Originally published on Towards AI. Upgrade to access all of Medium.

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AWS Machine Learning Blog

OCTOBER 24, 2024

Amazon Rekognition people pathing is a machine learning (ML)–based capability of Amazon Rekognition Video that users can use to understand where, when, and how each person is moving in a video. ByteTrack is an algorithm for tracking multiple moving objects in videos, such as people walking through a store.

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Data Science Dojo

FEBRUARY 20, 2023

In this blog, we’ll show you how to boost your MLOps efficiency with 6 essential tools and platforms. Machine learning (ML) is the technology that automates tasks and provides insights. Machine learning (ML) is the technology that automates tasks and provides insights. It also has ML algorithms built into the platform.

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AWS Machine Learning Blog

JANUARY 21, 2025

In this post, we show you how Amazon Web Services (AWS) helps in solving forecasting challenges by customizing machine learning (ML) models for forecasting. This visual, point-and-click interface democratizes ML so users can take advantage of the power of AI for various business applications. One of these methods is quantiles.

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AWS Machine Learning Blog

NOVEMBER 25, 2024

You can try out the models with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms, models, and ML solutions so you can quickly get started with ML. Both models support a context window of 32,000 tokens, which is roughly 50 pages of text.

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databricks

APRIL 20, 2023

Background and Motives Deep Learning algorithms are complex and time consuming to train, but are quickly moving from the lab to production because.

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Flipboard

DECEMBER 18, 2024

In this blog post, well dive into the various scenarios for how Cohere Rerank 3.5 improves search results for best matching 25 (BM25), a keyword-based algorithm that performs lexical search, in addition to semantic search. In this approach, the query and document encodings are generated with the same embedding algorithm.

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Data Science Dojo

JULY 23, 2024

With the growing use of machine learning (ML) models to handle, store, and manage data, the efficiency and impact of enterprises have also increased. Categorical data is one such form of information that is handled by ML models using different methods. In this blog, we will explore the basics of categorical data.

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Towards AI

SEPTEMBER 3, 2024

Let’s discuss two popular ML algorithms, KNNs and K-Means. They are both ML Algorithms, and we’ll explore them more in detail in a bit. They are both ML Algorithms, and we’ll explore them more in detail in a bit. K-Nearest Neighbors (KNN) is a supervised ML algorithm for classification and regression.

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AWS Machine Learning Blog

MAY 8, 2024

They focused on improving customer service using data with artificial intelligence (AI) and ML and saw positive results, with their Group AI Maturity increasing from 50% to 80%, according to the TM Forum’s AI Maturity Index. Concurrently, the ensemble model strategically combines the strengths of various algorithms.

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DrivenData Labs

APRIL 8, 2025

Overall, we recommend openSMILE for general ML applications. The transformers approach instead relies on algorithms to identify what features are useful for downstream modeling tasks. openSMILE ¶ openSMILE is a Pythonic, easy-to-use toolkit that can generate useful sets of features. Strengths: Very easy to use and well documented.

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Data Science Dojo

JUNE 16, 2023

OpenAI is a research company that specializes in artificial intelligence (AI) and machine learning (ML) technologies. OpenAI offers a range of AI and ML tools that can be integrated into mobile app development, making it easier for developers to create intelligent and responsive apps. How OpenAI works in mobile app development?

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AWS Machine Learning Blog

OCTOBER 10, 2024

Amazon Lookout for Vision , the AWS service designed to create customized artificial intelligence and machine learning (AI/ML) computer vision models for automated quality inspection, will be discontinuing on October 31, 2025.

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Data Science Dojo

APRIL 16, 2024

In this blog, we will explore the top 10 AI jobs and careers that are also the highest-paying opportunities for individuals in 2024. Machine learning (ML) engineer Potential pay range – US$82,000 to 160,000/yr Machine learning engineers are the bridge between data science and engineering.

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AWS Machine Learning Blog

FEBRUARY 26, 2025

These experiences are made possible by our machine learning (ML) backend engine, with ML models built for video understanding, search, recommendation, advertising, and novel visual effects. By using sophisticated ML algorithms, the platform efficiently scans billions of videos each day.

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phData

NOVEMBER 4, 2024

This blog will explore why the combination of these two platforms is ideal for enterprises looking to build resilient and future-proof data stacks that are flexible for data and business professionals alike. Through its intuitive visual ML interface, Dataiku empowers users to build and compare machine learning models with ease.

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AWS Machine Learning Blog

FEBRUARY 19, 2024

Model server overview A model server is a software component that provides a runtime environment for deploying and serving machine learning (ML) models. The primary purpose of a model server is to allow effortless integration and efficient deployment of ML models into production systems. For MMEs, each model.py The full model.py

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AWS Machine Learning Blog

NOVEMBER 15, 2023

AutoML allows you to derive rapid, general insights from your data right at the beginning of a machine learning (ML) project lifecycle. Understanding up front which preprocessing techniques and algorithm types provide best results reduces the time to develop, train, and deploy the right model.

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Data Science Dojo

SEPTEMBER 5, 2024

This blog aims to answer the data science vs computer science confusion, providing insights to help readers decide which field to pursue. It encompasses both theoretical and practical topics, including data structures, algorithms, hardware, and software. Data Structures : Ways to organize, manage, and store data efficiently.

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Data Science Dojo

SEPTEMBER 5, 2024

This blog aims to answer the data science vs computer science confusion, providing insights to help readers decide which field to pursue. It encompasses both theoretical and practical topics, including data structures, algorithms, hardware, and software. Data Structures : Ways to organize, manage, and store data efficiently.

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