Analytics Vidhya

MAY 11, 2025

If youre a student or early professional eager to apply your Machine Learning skills in the real world, an internship is your best starting point. These internships dont just pay – they […] The post 5 Machine Learning Internships in India (2025) appeared first on Analytics Vidhya.

Machine Learning 175

Machine Learning Finance Analytics 175

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.

Machine Learning 334

Machine Learning Finance Analytics IT 334

Analytics Vidhya

MAY 14, 2024

Whatever your goal is, be it becoming a data scientist, machine learning engineer, AI researcher, or just being fascinated by the world of artificial intelligence, this guide is designed for you. In this in-depth article, you will find out the basics of learning AI from scratch, […] The post How to Learn Artificial Intelligence?

Machine Learning 342

Machine Learning Analytics IT Data Science 342

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 Analytics 387

Analytics Vidhya

MARCH 25, 2025

This guide provides an in-depth exploration of Ray’s architecture, capabilities, and applications in modern machine learning workflows, complete with a practical project implementation. Learning […] The post Ray: Your Gateway to Scalable AI and Machine Learning Applications appeared first on Analytics Vidhya.

Machine Learning 172

Machine Learning Analytics 172

Analytics Vidhya

JULY 12, 2024

Introduction The recent decade has witnessed a massive surge in the application of Machine learning techniques. Adding machine learning techniques to […] The post No Code Machine Learning for Non-CS Background appeared first on Analytics Vidhya.

Machine Learning 336

Machine Learning Manufacturing Business Services Analytics 336

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.

Machine Learning 327

Machine Learning Analytics Deep Learning 327

Analytics Vidhya

MAY 8, 2024

Introduction If I had to pick one platform that has single-handedly kept me up-to-date with the latest developments in data science and machine learning – it would be GitHub.

Machine Learning 370

Machine Learning Data Science Analytics IT 370

O'Reilly on Data

JUNE 11, 2024

We’re also using it to build new kinds of learning experiences. Answers is a generative AI-powered feature that aims to answer questions in the flow of learning. It’s in every book, on-demand course, and video, and will eventually be available across our entire learning platform.

Modeling 337

Modeling Experimentation Interactive Data-driven 337

Analytics Vidhya

JUNE 14, 2024

Introduction Efficient ML models and frameworks for building or even deploying are the need of the hour after the advent of Machine Learning (ML) and Artificial Intelligence (AI) in various sectors. PyTorch and Tensorflow have similar features, integrations, […] The post PyTorch vs TensorFlow: Which is Better for Deep Learning?

Deep Learning 329

Deep Learning Machine Learning Modeling Analytics 329

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 Forecasting Analytics Deep Learning 341

Analytics Vidhya

SEPTEMBER 27, 2024

If I ask a question to a LLM let’s say ChatGPT, […] The post 5 Days Roadmap to Learn RAG appeared first on Analytics Vidhya. Let’s breakdown this term to get a clear overview of what RAG is: R -> Retrieval A -> Augmented G -> Generation So basically, the LLM that we use today is not up to the date.

Analytics 288

Analytics 288

Analytics Vidhya

MAY 9, 2024

This guide provides resources, pointers, and guidance […] The post How to Learn Python? You can make a lot of different kinds of applications with Python, from simple python code to difficult software packages. Step-by Step Guide] appeared first on Analytics Vidhya.

Software 349

Software Analytics IT 349

CIO Business Intelligence

DECEMBER 3, 2024

Salesforce CIO Juan Perez encourages CIOs to learn from their peers. “AI But it’s important to understand that AI is an extremely broad field and to expect non-experts to be able to assist in machine learning, computer vision, and ethical considerations simultaneously is just ridiculous.”

Strategy 132

Strategy Digital Transformation Machine Learning Consulting 132

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. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging.

Modeling 290

Modeling Machine Learning Data-driven Technology 290

Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems.

Modeling 271

Modeling Machine Learning Finance Technology 271

CIO Business Intelligence

JANUARY 30, 2025

Digging through their secret sauce, its evident its all about RL [reinforcement learning] and how they used it, Jyoti adds. Most language models use a combination of pre-training, supervised fine-tuning, and then some RL to polish things up. DeepSeeks approach has showed that LLMs are capable of reasoning with RL alone.

Modeling 117

Modeling Data-driven Technology Strategy 117

Analytics Vidhya

JANUARY 6, 2025

In this article, we’ll learn how to develop a medical chatbot using Gemini 2.0, […] The post Building a Medical Chatbot with Gemini 2.0, Perhaps one of the most impactful uses is in the healthcare industry. Chatbots are able to deliver fast, accurate information, and help individuals more effectively manage their health.

Interactive 291

Interactive Technology Management Analytics 291

Analytics Vidhya

OCTOBER 12, 2024

These courses cover everything from basic programming to advanced machine learning. To break into this field, you need the right skills. Fortunately, top institutions like Harvard and IBM offer free online courses.

Data Science 223

Data Science Machine Learning Analytics Visualization 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. In this blog, we will dive deep into the […] The post What is Beam Search in NLP Decoding?

Machine Learning 291

Machine Learning Analytics IT 291

Analytics Vidhya

NOVEMBER 18, 2024

In this tutorial, you will learn how to construct iterate update and train a CNN model using JAX, Flax, and Optax on the MNIST dataset.

Testing 224

Testing Modeling Analytics Deep Learning 224

O'Reilly on Data

APRIL 8, 2025

Were all still learning (one hopes), but entry-level people are still learning the basics, and seniors have greater responsibility, along with the potential for making bigger mistakes. We see the same thing with human languages: Once youve learned one foreign language, learning a second is easier, and a third or fourth is even easier.

Software 247

Software Data-driven Enterprise Testing 247

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. With a rich ecosystem of libraries, Python empowers developers to tackle complex tasks with ease.

Machine Learning 288

Machine Learning Data Science Technology Analytics 288

Analytics Vidhya

APRIL 26, 2025

It blends supervised learning foundations with reward-based updates to make them safer, more accurate, and genuinely helpful. Reinforcement finetuning has shaken up AI development by teaching models to adjust based on human feedback.

Optimization 196

Optimization Modeling Analytics IT 196

Analytics Vidhya

NOVEMBER 23, 2024

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

Predictive Modeling 208

Predictive Modeling Machine Learning Data Collection Modeling 208

Analytics Vidhya

OCTOBER 30, 2024

Your new best friend in your machine learning, deep learning, and numerical computing journey. Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Think of it as NumPy with superpowers.

Deep Learning 249

Deep Learning Machine Learning Analytics IT 249

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.

Modeling 222

Modeling Machine Learning Analytics IT 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.

Machine Learning 161

Machine Learning Statistics Analytics IT 161

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.

Experimentation 222

Experimentation Machine Learning Modeling Analytics 222

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. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues. But what exactly is an eigenvector, and why is it so important?

Machine Learning 208

Machine Learning Data Science Analytics IT 208