Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch.

Machine Learning 343

Machine Learning Predictive Modeling Modeling Analytics 343

Analytics Vidhya

APRIL 15, 2024

CNNs are a cornerstone of image-related tasks, known for their ability to learn hierarchical representations of images. In this project, we dive into understanding the power of CNNs to classify ships based on their visual […] The post Enhancing Ship Classification with CNNs and Transfer Learning appeared first on Analytics Vidhya.

Visualization 293

Visualization Analytics Machine Learning Data Science 293

Analytics Vidhya

APRIL 8, 2024

Also, with continuous innovation and development in this field, the market size is expected to show an annual growth rate (CAGR […] The post Learn & Earn: 10+ Top AI Hackathons to Participate appeared first on Analytics Vidhya.

Marketing 305

Marketing Analytics IT Deep Learning 305

Analytics Vidhya

APRIL 16, 2024

In the meantime, reading inspirational books, […] The post Here’s How You can Self Study for Deep Learning appeared first on Analytics Vidhya. Many struggle with where to begin or how to stay on track when starting a new endeavor.

Deep Learning 294

Deep Learning Analytics Machine Learning 294

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

APRIL 19, 2023

Introduction Technologies like machine learning and artificial intelligence have become the talk of the town because of their applicability across organizations of all sizes and domains; and their ability to automate the most complex tasks. appeared first on Analytics Vidhya.

Machine Learning 348

Machine Learning Technology Analytics Sales 348

Analytics Vidhya

FEBRUARY 1, 2023

Introduction In machine learning, it is essential to understand the algorithm’s working principle and primary classification of the same for avoiding misconceptions and other errors related to the same.

Machine Learning 295

Machine Learning Analytics IT 295

Analytics Vidhya

APRIL 18, 2024

With a keen focus […] The post From Learning to Leading: The Vijay Gabale Story appeared first on Analytics Vidhya. Amidst the intricate interplay of economics and resource optimization, Gabale emerges as a visionary leader, leveraging the power of AI and software solutions to reshape industries.

Data-driven 294

Data-driven Optimization Software Analytics 294

Analytics Vidhya

SEPTEMBER 22, 2023

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated.

Machine Learning 389

Machine Learning Management Analytics Modeling 389

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 296

Machine Learning Modeling Analytics IT 296

Analytics Vidhya

MARCH 6, 2024

Introduction Deploying machine learning models with Flask offers a seamless way to integrate predictive capabilities into web applications. Flask, a lightweight web framework for Python, provides a simple yet powerful environment for serving machine learning models. appeared first on Analytics Vidhya.

Machine Learning 306

Machine Learning Modeling Analytics 306

Analytics Vidhya

FEBRUARY 28, 2024

Among the myriad of tools available for EDA, pair plots stand out as a fundamental visualization technique that offers a multi-faceted […] The post Pair Plots in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 284

Machine Learning Visualization Data Science Analytics 284

Analytics Vidhya

FEBRUARY 25, 2023

It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya. So many Artificial Intelligence applications have been developed and are available for public use, and chatGPT is a recent one by Open AI.

Deep Learning 357

Deep Learning Modeling Analytics IT 357

Analytics Vidhya

OCTOBER 30, 2021

This article was published as a part of the Data Science Blogathon Overview What is Transfer Learning and it’s Working How Transfer Learning Works Why Should You Use Transfer Learning? The post Understanding Transfer Learning for Deep Learning appeared first on Analytics Vidhya.

Deep Learning 378

Deep Learning Data Science Publishing Modeling 378

Analytics Vidhya

JANUARY 29, 2024

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in.

Deep Learning 306

Deep Learning Strategy Modeling Analytics 306

Analytics Vidhya

DECEMBER 19, 2023

Moreover, it unveils the MLOps Learning Path for 2024—a meticulous, step-by-step guide tailored to transform […] The post A Comprehensive MLOps Learning Path: 2024 Edition appeared first on Analytics Vidhya. This article delves into the reasons why embracing MLOps is a career-defining decision.

Marketing 306

Marketing Analytics IT Deep Learning 306

Analytics Vidhya

MARCH 1, 2024

One solution […] The post Building a Deep Learning-based Food Quality Detector appeared first on Analytics Vidhya. Customers expect fresh food; if they receive spoiled items, they appreciate a refund or discount voucher. However, manually determining food freshness is cumbersome for customers and company staff.

Deep Learning 296

Deep Learning Analytics Modeling 296

Analytics Vidhya

JANUARY 17, 2024

Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.

Deep Learning 315

Deep Learning Analytics IT Machine Learning 315

Analytics Vidhya

MARCH 8, 2024

These courses offer […] The post Top 5 University Courses to Learn Databases and SQL appeared first on Analytics Vidhya. In this post, we discuss the importance of developing these abilities and examine some of the best college courses that provide an in-depth understanding of databases and SQL.

Data-driven 315

Data-driven Software Analytics 315

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the dynamic landscape of education and machine learning, the integration of Adaptive Learning through Diffusion represents a paradigm shift. This advanced approach harnesses the principles of diffusion to tailor learning experiences, adapting seamlessly to the needs and pace of individual learners.

Machine Learning 303

Machine Learning Analytics Deep Learning Data Science 303

Analytics Vidhya

SEPTEMBER 30, 2023

Introduction In the world of artificial intelligence, imagine a learning technique that enables machines to build upon their existing knowledge and tackle new challenges with expertise. This unique technique is called transfer learning.

Modeling 373

Modeling Analytics Machine Learning 373

Analytics Vidhya

DECEMBER 13, 2023

These wonders are not just impressive feats of AI evolution – they signify the dawn of a new era where machines can understand and generate human language with unprecedented accuracy and […] The post A Comprehensive NLP Learning Path 2024 appeared first on Analytics Vidhya.

Modeling 305

Modeling Analytics 305

Analytics Vidhya

NOVEMBER 15, 2022

Introduction Hierarchical clustering is one of the most famous clustering techniques used in unsupervised machine learning. The post Hierarchical Clustering in Machine Learning appeared first on Analytics Vidhya. K-means and hierarchical clustering are the two most popular and effective clustering algorithms.

Machine Learning 398

Machine Learning Data Science Publishing Analytics 398

Analytics Vidhya

JANUARY 10, 2024

This quiz series features 10 thought-provoking questions on Machine Learning interview questions. Embark on this journey of continuous learning and test your knowledge across pivotal topics shaping the future of analytics and technology. Whether you’re an expert or a curious learner, our quizzes cater to all levels.

Machine Learning 296

Machine Learning Testing Technology Analytics 296

Analytics Vidhya

FEBRUARY 24, 2022

Introduction Deep learning is the subfield of machine learning which uses a set of neurons organized in layers. A deep learning model consists of three layers: the input layer, the output layer, and the hidden layers. Deep learning offers several advantages over popular machine […].

Deep Learning 322

Deep Learning Machine Learning Data Science Publishing 322

Analytics Vidhya

JANUARY 8, 2024

In this quiz series, we present 10 intriguing questions about machine learning algorithms. Join us in the journey of perpetual […] The post Quiz of the Day (Machine Learning) #2 appeared first on Analytics Vidhya.

Machine Learning 306

Machine Learning Testing Analytics 306

Analytics Vidhya

NOVEMBER 18, 2022

Deep Learning Overview Deep Learning is a subset of Machine Learning. Deep Learning is established on Artificial Neural Networks to mimic the human brain. In deep learning, we add several hidden layers to gather the most minute details to learn the data for […].

Deep Learning 390

Deep Learning Modeling Machine Learning Data Science 390

Analytics Vidhya

JANUARY 5, 2022

Types of Machine Learning Algorithms 3. Machine Learning […]. The post Machine Learning Algorithms appeared first on Analytics Vidhya. Table of Contents 1. Introduction 2. Simple Linear Regression 4. Multilinear Regression 5. Logistic Regression 6. Decision Tree 7.

Machine Learning 380

Machine Learning Data Science Publishing Analytics 380

Analytics Vidhya

MARCH 18, 2024

These sudden ejections of energy from the sun’s surface can cause disturbances in our satellites, GPS communications, and […] The post How Can Deep Learning Be Applied to Predict Solar Flares? .” These solar flares have made our scientists and astronomers wonder for decades now. appeared first on Analytics Vidhya.

Deep Learning 295

Deep Learning Analytics Modeling 295

Analytics Vidhya

OCTOBER 25, 2022

Introduction The phrase “machine learning” was invented by Arthur Samuel at IBM. Machine learning is a part of Artificial Intelligence. Machine learning is the process of learning from data and applying math to increase accuracy. There are four different types of machine learning. Supervised […].

Machine Learning 365

Machine Learning Modeling Data Science Publishing 365