Analytics Vidhya

MAY 17, 2024

Introduction Machine learning (ML) is rapidly transforming various industries. Companies leverage machine learning to analyze data, predict trends, and make informed decisions. Learning ML has become crucial for anyone interested in a data career. From healthcare to finance, its impact is profound.

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Machine Learning Machine Learning ML ML 334

Analytics Vidhya

JULY 22, 2024

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. By highlighting the significant impact of these discoveries on current applications and […] The post 10 Must Read Machine Learning Research Papers appeared first on Analytics Vidhya.

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Analytics Vidhya

NOVEMBER 26, 2024

Machine learning (ML) has become a cornerstone of modern technology, enabling businesses and researchers to make data-driven decisions with greater precision. appeared first on Analytics Vidhya. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging.

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ML ML Machine Learning Machine Learning 290

Analytics Vidhya

JULY 16, 2024

This article aims to provide readers with […] The post What is Tensor: Key Concepts, Properties, and Uses in Machine Learning appeared first on Analytics Vidhya. Tensors efficiently handle multi-dimensional data, making such innovative projects possible.

Machine Learning 341

Machine Learning Machine Learning Analytics Analytics 341

Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. Through tools like LIME and SHAP, we demonstrate how to gain insights […] The post ML and AI Model Explainability and Interpretability appeared first on Analytics Vidhya.

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ML ML Artificial Intelligence Artificial Intelligence 271

Analytics Vidhya

DECEMBER 7, 2024

Python’s versatility and readability have solidified its position as the go-to language for data science, machine learning, and AI. From data manipulation […] The post Top 50 Python Libraries to Know in 2025 appeared first on Analytics Vidhya.

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Python Data Science Machine Learning Machine Learning 288

Analytics Vidhya

OCTOBER 12, 2024

These courses cover everything from basic programming to advanced machine learning. In this article, we’ve listed some of the best free […] The post 19 Free Data Science Courses by Harvard and IBM appeared first on Analytics Vidhya. Fortunately, top institutions like Harvard and IBM offer free online courses.

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Data Science Machine Learning Machine Learning Analytics 223

Analytics Vidhya

JANUARY 29, 2025

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization. appeared first on Analytics Vidhya.

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Natural Language Processing Machine Learning Machine Learning Algorithm 291

Analytics Vidhya

DECEMBER 16, 2024

The NeurIPS 2024 Best Paper Awards were announced, spotlighting exceptional contributions to the field of Machine Learning. This year, 15,671 papers were submitted, of which 4,037 were accepted, representing an acceptance rate of 25.76%.

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Machine Learning Machine Learning Analytics Analytics 271

Analytics Vidhya

OCTOBER 30, 2024

Your new best friend in your machine learning, deep learning, and numerical computing journey. It can automatically handle gradients, compile your code to run fast using JIT, and even run […] The post Guide to Lightning-fast JAX appeared first on Analytics Vidhya. Think of it as NumPy with superpowers.

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Deep Learning Deep Learning Machine Learning Machine Learning 249

Dataconomy

FEBRUARY 27, 2025

Online machine learning is revolutionizing the way we harness data, bringing immediate responsiveness to various sectors like finance, healthcare, and e-commerce. This powerful approach allows algorithms to adapt in real time, making data-driven decisions without the lag associated with traditional batch learning.

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Machine Learning Machine Learning Algorithm Data Scientist 91

Analytics Vidhya

NOVEMBER 11, 2024

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models. This blog […] The post A Guide to Flax: Building Efficient Neural Networks with JAX appeared first on Analytics Vidhya.

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Machine Learning Machine Learning Analytics Analytics 222

Dataconomy

DECEMBER 20, 2024

With the most recent developments in machine learning , this process has become more accurate, flexible, and fast: algorithms analyze vast amounts of data, glean insights from the data, and find optimal solutions. Machine learning has produced more nuanced models that adjust prices with greater precision and responsiveness.

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Machine Learning Machine Learning ML ML 103

Analytics Vidhya

NOVEMBER 20, 2024

It is crucial to probability theory and a foundational element for more intricate statistical models, ranging from machine learning algorithms to customer behaviour prediction. appeared first on Analytics Vidhya. In this article, we will discuss the Bernoulli distribution in detail.

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Data Science Machine Learning Machine Learning Algorithm 198

insideBIGDATA

MARCH 18, 2023

Explore how AI is fixing human error in data analytics and revolutionizing how we approach this critical field. In this contributed article, April Miller, a senior IT and cybersecurity writer for ReHack Magazine, discusses how AI can help limit human error and improve data analysis accuracy.

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Analytics Analytics Data Analysis Data Analysis 493

Analytics Vidhya

OCTOBER 14, 2024

Introduction While FastAPI is good for implementing RESTful APIs, it wasn’t specifically designed to handle the complex requirements of serving machine learning models. FastAPI’s support for asynchronous calls is primarily at the web level and doesn’t extend deeply into the model prediction layer.

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Machine Learning Machine Learning AI AI 222

Analytics Vidhya

APRIL 22, 2025

Data preprocessing remains crucial for machine learning success, yet real-world datasets often contain errors. Data preprocessing using Cleanlab provides an efficient solution, leveraging its Python package to implement confident learning algorithms. appeared first on Analytics Vidhya.

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Machine Learning Machine Learning Python Algorithm 162

Analytics Vidhya

FEBRUARY 14, 2025

Thats when I thoughtwhy not let Machine Learning […] The post How to Build an Anime Recommendation System with Hugging Face? appeared first on Analytics Vidhya. As my watchlist was growing thinner and thinner, finding the next best anime became harder and harder.

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Machine Learning Machine Learning Analytics Analytics 212

Analytics Vidhya

DECEMBER 26, 2024

Linear algebra is a cornerstone of many advanced mathematical concepts and is extensively used in data science, machine learning, computer vision, and engineering. appeared first on Analytics Vidhya. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues.

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Machine Learning Machine Learning Data Science Analytics 208

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.

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Data Warehouse Machine Learning Machine Learning Cloud Data 114

Analytics Vidhya

DECEMBER 2, 2024

As indicated in machine learning and statistical modeling, the assessment of models impacts results significantly. appeared first on Analytics Vidhya. Accuracy falls short of capturing these trade-offs as a means to work with imbalanced datasets, especially in terms of precision and recall ratios.

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Machine Learning Machine Learning Analytics Analytics 208

Analytics Vidhya

JANUARY 2, 2025

In this Leading with Data session, we dive into the journey of Anand Ranganathan, a visionary in AI and machine learning. Join us as we explore his entrepreneurial experiences, the […] The post The Journey of Innovation: 30+ Patents, 2 AI Startup appeared first on Analytics Vidhya.

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Machine Learning Machine Learning AI AI 271

Analytics Vidhya

DECEMBER 7, 2024

HuggingFace Spaces is a platform that enables developers and researchers to create, deploy, and share machine learning applications effortlessly. Spaces provide a simple and collaborative environment to host interactive demos of machine learning models using frameworks like Gradio and Streamlit.

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Machine Learning Machine Learning AI AI 205

Analytics Vidhya

NOVEMBER 23, 2024

Handling missing data is one of the most common challenges in data analysis and machine learning. appeared first on Analytics Vidhya. Missing values can arise for various reasons, such as errors in data collection, manual omissions, or even the natural absence of information.

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Data Analysis Data Analysis Machine Learning Machine Learning 208

Analytics Vidhya

OCTOBER 10, 2024

Whether you’re involved in an experiment, simulations, data analysis or using machine learning, calculating square roots in Python is crucial. In this guide, you […] The post Python Square Root appeared first on Analytics Vidhya.

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Python Data Analysis Data Analysis Machine Learning 208

Data Science Dojo

FEBRUARY 13, 2025

With rapid advancements in machine learning, generative AI, and big data, 2025 is set to be a landmark year for AI discussions, breakthroughs, and collaborations. It will be your chance to enhance your AI knowledge, optimize your business with data analytics, or network with top tech minds.

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Big Data Big Data AI AI 294

Dataconomy

DECEMBER 25, 2024

The global predictive analytics market in healthcare, valued at $11.7 This blog examines predictive healthcare analytics, explaining what it is, how it works, and its applications. What is predictive healthcare analytics? How does predictive analytics work in healthcare? billion in 2022, is expected to grow at 24.4%

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Analytics Analytics Predictive Analytics Machine Learning 91

Analytics Vidhya

DECEMBER 4, 2024

The AWS re:Invent 2024 event was packed with exciting updates in cloud computing, AI, and machine learning. AWS showed just how committed they are to helping developers, businesses, and startups thrive with cutting-edge tools.

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AWS Cloud Data Cloud Computing Machine Learning 206

insideBIGDATA

FEBRUARY 5, 2024

In this contributed article, Corne Nagel, Lead Data Scientist at IKASI, provides key considerations for embarking on an AI initiative and discuss how by embracing AI, organizations can unveil hidden patterns, anticipate trends, and unlock a realm of possibilities that traditional analytics could never fully capture.

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Analytics Analytics Data Scientist AI 418

Dataconomy

MARCH 17, 2025

Augmented analytics is revolutionizing how organizations interact with their data. By harnessing the power of machine learning (ML) and natural language processing (NLP), businesses can streamline their data analysis processes and make more informed decisions. What is augmented analytics?

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Analytics Vidhya

JANUARY 20, 2025

For developers, working in machine learning, this model introduces a host of modern architectural enhancements and innovative training techniques that significantly broaden its applicability.

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Natural Language Processing Machine Learning Machine Learning Analytics 207

Analytics Vidhya

NOVEMBER 25, 2024

The normal distribution, also known as the Gaussian distribution, is one of the most widely used probability distributions in statistics and machine learning. appeared first on Analytics Vidhya. Understanding its core properties, mean and variance, is important for interpreting data and modelling real-world phenomena.

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Machine Learning Machine Learning Analytics Analytics 204

Towards AI

OCTOBER 31, 2024

Data analytics has become a key driver of commercial success in recent years. According to Gartner’s Hype Cycle, GenAI is at the peak, showcasing its potential to transform analytics.¹ Last Updated on October 31, 2024 by Editorial Team Author(s): Jonas Dieckmann Originally published on Towards AI.

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Data Quality Analytics Analytics Clean Data 122

Data Science Dojo

OCTOBER 31, 2024

Key Skills: Mastery in machine learning frameworks like PyTorch or TensorFlow is essential, along with a solid foundation in unsupervised learning methods. Applied Machine Learning Scientist Description : Applied ML Scientists focus on translating algorithms into scalable, real-world applications.

Data Science 195

Data Science Data Scientist Machine Learning Machine Learning 195

Analytics Vidhya

MAY 17, 2024

Introduction Do you know, that you can automate machine learning (ML) deployments and workflow? This can be done using Machine Learning Operations (MLOps), which are a set of rules and practices that simplify and automate ML deployments and workflows. Yes, you heard it right.

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Machine Learning Machine Learning ML ML 343

Analytics Vidhya

JANUARY 20, 2024

In today’s edition, we delve into the fascinating world of machine learning with a focus on the popular Scikit-learn library, commonly known as Sklearn.

Machine Learning 387

Machine Learning Machine Learning Data Analysis Data Analysis 387

KDnuggets

APRIL 19, 2024

The collection includes free courses on Python, SQL, Data Analytics, Business Intelligence, Data Engineering, Machine Learning, Deep Learning, Generative AI, and MLOps.

Data Science 385

Data Science Deep Learning Deep Learning SQL 385