Analytics Vidhya

JUNE 17, 2023

Predictive analytics is a powerful tool that can help […] The post Crop Yield Prediction Using Machine Learning And Flask Deployment appeared first on Analytics Vidhya. Introduction Crop yield prediction is an essential predictive analytics technique in the agriculture industry.

Machine Learning 392

Machine Learning Predictive Analytics Analytics IT 392

Analytics Vidhya

JUNE 26, 2024

Introduction In the field of machine learning, developing robust and accurate predictive models is a primary objective. Ensemble learning techniques excel at enhancing model performance, with bagging, short for bootstrap aggregating, playing a crucial role in reducing variance and improving model stability.

Machine Learning 304

Machine Learning Predictive Modeling Modeling Analytics 304

Analytics Vidhya

JUNE 13, 2024

Introduction One of the toughest things about making powerful models in machine learning is fiddling with many levels. In this blog post, complete with code snippets, we’ll cover what this means and how to do […] The post Hyperparameter Optimization in Machine Learning Models appeared first on Analytics Vidhya.

Machine Learning 305

Machine Learning Optimization Modeling Analytics 305

Analytics Vidhya

APRIL 11, 2024

Introduction Machine learning is a rapidly growing field that is transforming industries across sectors. It enables computers to learn from data and make predictions or decisions without being explicitly programmed.

Machine Learning 306

Machine Learning Modeling Analytics IT 306

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.

Machine Learning 291

Machine Learning Analytics IT 291

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

CIO Business Intelligence

JANUARY 6, 2025

Wetmur says Morgan Stanley has been using modern data science, AI, and machine learning for years to analyze data and activity, pinpoint risks, and initiate mitigation, noting that teams at the firm have earned patents in this space. CIOs are an ambitious lot. Were embracing innovation, he explains.

IT 140

IT Cost-Benefit Measurement Experimentation 140

Analytics Vidhya

MAY 23, 2024

With the help of machine learning algorithms and real-time data analysis, Mastercard’s AI […] The post Mastercard AI: It Detects Compromised Cards Faster, Thwarting Criminals appeared first on Analytics Vidhya.

IT 319

IT Machine Learning Technology Analytics 319

CIO Business Intelligence

DECEMBER 12, 2024

Business leaders may be confident that their organizations data is ready for AI, but IT workers tell a much different story, with most spending hours each day massaging the data into shape. But 84% of the IT practitioners surveyed, including data scientists, data architects, and data analysts, spend at least one hour a day fixing data problems.

IT 134

IT Data Quality Experimentation Machine Learning 134

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

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.

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

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.

Machine Learning 162

Machine Learning Statistics Analytics IT 162

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

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. A key idea in data science and statistics is the Bernoulli distribution, named for the Swiss mathematician Jacob Bernoulli.

Statistics 198

Statistics Machine Learning Data Science Modeling 198

Analytics Vidhya

JANUARY 21, 2025

This machine learning model has your back. Don’t know much about Bitcoin or its price fluctuations but want to make investment decisions to make profits? It can predict the prices way better than an astrologer. In this article, we will build an ML model for forecasting and predicting Bitcoin price, using ZenML and MLflow.

Machine Learning 222

Machine Learning Forecasting Modeling Analytics 222

CIO Business Intelligence

JANUARY 7, 2025

IT may be central to modern existence, but the people and processes of IT remain a mystery to most business executives and colleagues. Its time to change this. I asked a group of business executives to take out a blank sheet of paper, draw a big circle, and label it IT People and Processes. For the vast majority, that circle was a tiny period.

IT 124

IT Consulting Machine Learning Technology 124

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. Understanding its core properties, mean and variance, is important for interpreting data and modelling real-world phenomena.

Statistics 204

Statistics Machine Learning Modeling Analytics 204

CIO Business Intelligence

NOVEMBER 1, 2024

The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure. His first order of business was to create a singular technology organization called MMTech to unify the IT orgs of the company’s four business lines.

IT 122

IT Insurance Consulting Risk 122

CIO Business Intelligence

OCTOBER 24, 2024

TRECIG, a cybersecurity and IT consulting firm, will spend more on IT in 2025 as it invests more in advanced technologies such as artificial intelligence, machine learning, and cloud computing, says Roy Rucker Sr., Gartner is projecting worldwide IT spending to jump by 9.3% Gartner’s new 2025 IT spending projection , of $5.75

IT 133

IT Data-driven Recreation/Entertainment Experimentation 133

Analytics Vidhya

JANUARY 8, 2023

Introduction Welcome to the world of MLOps, or Machine Learning Operations! MLOps, or Machine Learning Operations, is a set of practices and techniques that enables an organization to effectively build, deploy, and manage […].

Machine Learning 399

Machine Learning Management Analytics IT 399

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.

Machine Learning 343

Machine Learning Analytics IT 343

CIO Business Intelligence

NOVEMBER 1, 2024

The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure. His first order of business was to create a singular technology organization called MMTech to unify the IT orgs of the company’s four business lines.

IT 105

IT Insurance Consulting Risk 105

Analytics Vidhya

JUNE 8, 2023

Introduction Imagine you’re working on a dataset to build a Machine Learning model and don’t want to spend too much effort on exploratory data analysis codes. You may sometimes find it confusing to sort, filter, or group data to obtain the required information. Is there a way to quickly and effortlessly extract information?

Machine Learning 371

Machine Learning Modeling Analytics IT 371

Analytics Vidhya

MAY 6, 2024

Introduction Machine learning (ML) has become a game-changer across industries, but its complexity can be intimidating. This article explores how to use ChatGPT to build machine learning models.

Modeling 329

Modeling Machine Learning Analytics IT 329

CIO Business Intelligence

NOVEMBER 27, 2024

Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

Analytics Vidhya

MAY 11, 2023

Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA).

Machine Learning 382

Machine Learning Modeling Analytics IT 382

Analytics Vidhya

SEPTEMBER 5, 2023

This integration marks a significant milestone in data analysis, machine learning, predictive analytics, […] The post Python in Excel: Opening the Door to Advanced Data Analytics appeared first on Analytics Vidhya.

Data Analytics 345

Data Analytics Analytics Machine Learning Predictive Analytics 345

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. Introduction Do you find the prospects of AI intriguing?

Machine Learning 342

Machine Learning Analytics IT Data Science 342

Analytics Vidhya

APRIL 30, 2024

Introduction Have you heard about GPT2-chatbot? It has set the whole town abuzz! This new artificial intelligence (AI) model has recently emerged and is causing quite a stir in the tech community. This enigmatic model has been released without official documentation, leading to speculation about its origins and capabilities.

IT 327

IT Modeling Analytics Deep Learning 327