KDnuggets

DECEMBER 29, 2022

This article compiles the 38 top Python libraries for data science, data visualization & machine learning, as best determined by KDnuggets staff.

Machine Learning 160

Machine Learning Visualization Data Science 160

Analytics Vidhya

JANUARY 18, 2022

Overview In this article, we will be analyzing the flight fare prediction using Machine Learning dataset using essential exploratory data analysis techniques then will draw some predictions about the price of the flight based on some features such as what type of airline it […].

Machine Learning 327

Machine Learning Data Science Publishing Analytics 327

Analytics Vidhya

JUNE 6, 2022

Introduction The Machine Learning life cycle or Machine Learning Development Life Cycle to be precise can be said as a set of guidelines which need to be followed when we build machine learning-based projects. The post Get to Know About Machine Learning Life Cycle appeared first on Analytics Vidhya.

Machine Learning 317

Machine Learning Data Science Publishing Analytics 317

Analytics Vidhya

JUNE 6, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In applied Statistics and Machine Learning, Data Visualization is one. The post Must Known Data Visualization Techniques for Data Science appeared first on Analytics Vidhya.

Visualization 398

Visualization Data Science Statistics Machine Learning 398

Analytics Vidhya

SEPTEMBER 16, 2021

Learn how to build a model for cross-sell prediction. Introduction If you are a Machine learning enthusiast or a data science beginner, it’s important to have a guided journey and also exposure to a good set of projects.In this article, We will walk through a beginner […].

Machine Learning 371

Machine Learning Insurance Data Science Modeling 371

Analytics Vidhya

JUNE 14, 2022

Introduction on Classification In this article of Iris Flowers Classification, we will be dealing with Logistic Regression Machine Learning Algorithm. The post IRIS Flowers Classification Using Machine Learning appeared first on Analytics Vidhya. We all […].

Machine Learning 258

Machine Learning Data Science Publishing Analytics 258

Analytics Vidhya

OCTOBER 21, 2021

The post Forest Fire prediction using Machine Learning appeared first on Analytics Vidhya. Forest, bush, or vegetarian fire, can be described as any uncontrolled and non-prescribed combustion or burning of plants in a natural setting such as a forest, grassland, etc. In this article we are not determining if a forest […].

Machine Learning 336

Machine Learning Data Science Publishing Analytics 336

Analytics Vidhya

SEPTEMBER 22, 2021

This article was published as a part of the Data Science Blogathon Image 1 Introduction I am sure many of you have read several articles around the world stating the buzz around “Machine Learning, “Data Scientist”, “Data Visualization” and so on. A report […].

Visualization 310

Visualization Machine Learning Data Science Publishing 310

Analytics Vidhya

MARCH 8, 2022

Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data. Startups and commercial organizations alike are competing to use their valuable data for business growth and customer satisfaction with the help of deep learning […].

Deep Learning 295

Deep Learning Visualization Modeling Machine Learning 295

Analytics Vidhya

DECEMBER 14, 2023

Introduction Gradient-weighted Class Activation Mapping is a technique used in deep learning to visualize and understand the decisions made by a CNN. This groundbreaking technique unveils the hidden decisions made by CNNs, transforming them from opaque models into transparent storytellers.

Deep Learning 310

Deep Learning Visualization Modeling Analytics 310

Analytics Vidhya

APRIL 19, 2024

Introduction Embark on a thrilling journey into the domain of Convolutional Neural Networks (CNNs) and Skorch, a revolutionary fusion of PyTorch’s deep learning prowess and the simplicity of scikit-learn. Join us […] The post Train PyTorch Models Scikit-learn Style with Skorch appeared first on Analytics Vidhya.

Modeling 293

Modeling Deep Learning Machine Learning Visualization 293

Analytics Vidhya

AUGUST 30, 2020

Overview Machine Learning algorithms for classification involve learning how to assign classes to observations. The post Plotting Decision Surface for Classification Machine Learning Algorithms appeared first on Analytics Vidhya. There are nuances to every algorithm. Each algorithm differs in.

Machine Learning 299

Machine Learning Analytics Structured Data Visualization 299

Analytics Vidhya

AUGUST 29, 2022

Introduction Pandas’ Python profiling package produces an interactive set of tables and visualizations for exploratory data exploration (EDA). The post Pandas Profiling – A Visual Analytics Wonder appeared first on Analytics Vidhya. and all the coding techniques and properties. This is particularly crucial […].

Visualization 338

Visualization Analytics Interactive Data Science 338

Analytics Vidhya

NOVEMBER 23, 2020

Introduction If you want to know – How to use MACHINE LEARNING. ows) Visual Programming Software appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. The post Predicting Employee Attrition using Orange(.ows)

Visualization 296

Visualization Software Machine Learning Data Science 296

Analytics Vidhya

APRIL 28, 2021

The post Understand Machine Learning Easily Using Python Shapash Library appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Topics to be covered What is Shapash library The objective.

Machine Learning 259

Machine Learning Data Science Publishing Analytics 259

KDnuggets

MAY 3, 2023

Machine Learning with ChatGPT Cheat Sheet • Data Visualization Best Practices & Resources for Effective Communication • ChatGLM-6B: A Lightweight, Open-Source ChatGPT Alternative • HuggingGPT: The Secret Weapon to Solve Complex AI Tasks • Automate Your Codebase with Promptr and GPT

Machine Learning 115

Machine Learning Visualization 115

Analytics Vidhya

JUNE 21, 2021

The post Build Web App instantly for Machine Learning using Streamlit appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon What is Streamlit? Streamlit is an open-source python framework for building.

Machine Learning 256

Machine Learning Data Science Publishing Analytics 256

Analytics Vidhya

JANUARY 1, 2020

Futuristic scenarios, jaw-dropping visuals, a tight storyline knitting it all together – that’s a recipe for a. The post 10 Under-the-Radar Movies that Show the Power of Machine Learning appeared first on Analytics Vidhya. Introduction I love the sci-fi movie genre.

Machine Learning 278

Machine Learning Visualization Analytics Recreation/Entertainment 278

Smart Data Collective

SEPTEMBER 13, 2023

Machine Learning is Crucial for Success in Digital Marketing If you have a Spotify or Netflix account, you have probably noticed a trend. If yes, then you will be amazed to learn that this is all machine learning. Now read on to learn more about machine learning and digital marketing.

Machine Learning 94

Machine Learning Marketing Strategy Optimization 94

Analytics Vidhya

MAY 18, 2020

Overview PyCaret is a super useful and low-code Python library for performing multiple machine learning tasks in double-quick time Learn how to rely on. Use PyCaret to Build your Machine Learning Model in Seconds appeared first on Analytics Vidhya. The post Running Low on Time?

Machine Learning 400

Machine Learning Modeling Analytics Visualization 400

KDnuggets

NOVEMBER 23, 2022

Yellowbrick for creating machine learning plots with less code.

Machine Learning 160

Machine Learning Visualization Data Science 160

Analytics Vidhya

JUNE 25, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data Visualization helps to bridge the gap between numbers and. The post Plotly and cufflinks : Advanced Python Data Visualization Libraries appeared first on Analytics Vidhya.

Visualization 348

Visualization Data Science Publishing Analytics 348

DataRobot

APRIL 2, 2020

Visual AI is New in DataRobot 6.0. of DataRobot , we are thrilled to announce a ground-breaking new capability in our Automated Machine Learning product. DataRobot Visual AI gives you the ability to easily incorporate image data into your machine learning models alongside tabular and text-based data types.

Machine Learning 90

Machine Learning Visualization Modeling 90

Analytics Vidhya

APRIL 27, 2021

Introduction Making Machine Learning models these days is turning out. The post Create Interface For Your Machine Learning Models Using Gradio Python Library appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

Machine Learning 223

Machine Learning Modeling Data Science Publishing 223

Analytics Vidhya

MARCH 24, 2020

The Case for Building Trust in Machine Learning Models There are approximately 1.2 The post 6 Python Libraries to Interpret Machine Learning Models and Build Trust appeared first on Analytics Vidhya. billion vehicles on the roads around the world. Here’s a bamboozling.

Machine Learning 300

Machine Learning Modeling Analytics Visualization 300

Analytics Vidhya

MAY 27, 2021

The post Geospatial visualization via Folium Library appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview Nowadays, there are multiple data science projects requiring the use.

Visualization 282

Visualization Data Science Publishing Analytics 282

KDnuggets

FEBRUARY 20, 2023

Tools for organizing machine learning experiments, source code, artifacts, models registry, and visualization in one place.

Machine Learning 108

Machine Learning Visualization Modeling 108

Analytics Vidhya

SEPTEMBER 14, 2021

The post Programming in R – From Variables to Visualizations appeared first on Analytics Vidhya. Even though it might not hold much popularity among the newcomers in the field, many veterans and seasoned data scientists favour […].

Visualization 281

Visualization Statistics Data Science Publishing 281

Analytics Vidhya

MAY 31, 2021

The post Yellowbrick : Visualization for model predictions appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Have you ever been in a scenario where you’ve created.

Visualization 208

Visualization Modeling Data Science Publishing 208

Analytics Vidhya

FEBRUARY 6, 2021

The post Visualizing PCA in R-Programming with Factoshiny appeared first on Analytics Vidhya. ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Transforming a data set with Principal Component Analysis (PCA) is.

Visualization 331

Visualization Data Science Publishing Analytics 331

Dataiku

APRIL 19, 2023

One of the most fundamental concepts to master when getting up to speed with machine learning basics is supervised vs. unsupervised machine learning. This blog post provides a brief rundown, visuals, and a few examples of supervised and unsupervised machine learning to take your ML knowledge to the next level.

Machine Learning 75

Machine Learning Visualization 75

Domino Data Lab

MARCH 11, 2021

Machine learning (ML) frameworks are interfaces that allow data scientists and developers to build and deploy machine learning models faster and easier. Machine learning is used in almost every industry, notably finance , insurance , healthcare , and marketing. How to choose the right ML Framework.

Machine Learning 143

Machine Learning Deep Learning Insurance Modeling 143

Smart Data Collective

NOVEMBER 1, 2020

Machines, artificial intelligence (AI), and unsupervised learning are reshaping the way businesses vie for a place under the sun. With that being said, let’s have a closer look at how unsupervised machine learning is omnipresent in all industries. What Is Unsupervised Machine Learning?

Machine Learning 131

Machine Learning Data mining Visualization Statistics 131

FineReport

APRIL 25, 2024

Discovering the World of Data Visualization Jobs In today’s data-driven world, data visualization jobs play a crucial role in transforming complex information into visually appealing and easy-to-understand graphics. But what exactly are data visualization jobs, and why are they important?

Visualization 52

Visualization Data-driven Interactive Dashboards 52

Analytics Vidhya

SEPTEMBER 5, 2023

The foundational data management, analysis, and visualization tool, Microsoft Excel, has taken a significant step forward in its analytical capabilities by incorporating Python functionality. Introduction Microsoft announced the integration of Python programming language into Excel, marking a significant advancement in the field.

Data Analytics 307

Data Analytics Analytics Machine Learning Predictive Analytics 307

Smart Data Collective

NOVEMBER 16, 2022

Machine learning technology is one of the new technologies that has drastically changed the state of video editing. Machine learning also makes it easier for video editors to create more engaging videos by utilizing unique features that were not previously possible. Keep reading to learn more.

Machine Learning 103

Machine Learning Marketing Software Technology 103

O'Reilly on Data

DECEMBER 12, 2019

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. If you’re using Python and deep learning libraries, the CleverHans and Foolbox packages can also help you debug models and find adversarial examples. 2] The Security of Machine Learning. [3]

Machine Learning 190

Machine Learning Modeling Testing Risk Management 190