Analytics Vidhya

FEBRUARY 28, 2023

Each aspect of data science, like data preparation, the importance of big data, and the process of automation, contributes to how data science is the future […] The post 30 Best Data Science Books to Read in 2023 appeared first on Analytics Vidhya.

Data Science 342

Data Science Big Data Analytics IT 342

Analytics Vidhya

JUNE 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data Science is an interdisciplinary field that uses various algorithms. The post Introductory Statistics for Data Science! appeared first on Analytics Vidhya.

Statistics 205

Statistics Data Science Publishing Analytics 205

Analytics Vidhya

JUNE 1, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Are you an aspiring data scientist who is fascinated by how. The post How to Learn Mathematics For Machine Learning? What Concepts do You Need to Master in Data Science? appeared first on Analytics Vidhya.

Machine Learning 348

Machine Learning Data Science Publishing Analytics 348

Analytics Vidhya

JUNE 27, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Feature Selection is the process of selecting the features which. The post Feature Selection using Statistical Tests appeared first on Analytics Vidhya.

Statistics 174

Statistics Testing Data Science Publishing 174

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction One of the most common problems every Data Science practitioner. The post Complete Guide to Regularization Techniques in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 182

Machine Learning Data Science Publishing Analytics 182

datapine

MAY 14, 2019

That being said, here, we explore 14 of the best data science books in the world today, highlighting the very features, topics, and insights that make each of these institutional data-centric bibles crucial for the success of your career and business. Exclusive Bonus Content: The top books on data science summarized!

Data Science 350

Data Science Machine Learning Data-driven Big Data 350

KDnuggets

OCTOBER 27, 2023

This week on KDnuggets: Go from learning what large language models are to building and deploying LLM apps in 7 steps • Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning • And much, much more!

Deep Learning 102

Deep Learning Data Science Statistics Machine Learning 102

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Whenever we build any machine learning model, we feed it. The post 4 Ways to Evaluate your Machine Learning Model: Cross-Validation Techniques (with Python code) appeared first on Analytics Vidhya.

Machine Learning 201

Machine Learning Modeling Data Science Publishing 201

O'Reilly on Data

NOVEMBER 13, 2018

As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. We recently conducted a survey which garnered more than 11,000 respondents—our main goal was to ascertain how enterprises were using machine learning. Let’s begin by looking at the state of adoption.

Machine Learning 220

Machine Learning Risk Management Statistics 220

datapine

SEPTEMBER 27, 2022

Business leaders, developers, data heads, and tech enthusiasts – it’s time to make some room on your business intelligence bookshelf because once again, datapine has new books for you to add. We have already given you our top data visualization books , top business intelligence books , and best data analytics books.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

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

JUNE 16, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Using the machine learning models in your projects is quite. The post Getting Started with Machine Learning?—?Implementing Implementing Linear Regression from Scratch appeared first on Analytics Vidhya.

Machine Learning 143

Machine Learning Data Science Publishing Modeling 143

DataRobot Blog

JANUARY 17, 2023

Recently, a prospective customer asked me how I reconcile the fact that DataRobot has multiple very successful investment banks using DataRobot to enhance the P&L of their trading businesses with my comments that machine learning models aren’t always great at predicting financial asset prices. For price discovery (e.g.,

Machine Learning 87

Machine Learning Marketing Experimentation Modeling 87

Smart Data Collective

AUGUST 20, 2021

As we said in the past, big data and machine learning technology can be invaluable in the realm of software development. Machine learning technology has become a lot more important in the app development profession. Machine learning can be surprisingly useful when it comes to monetizing apps.

Machine Learning 89

Machine Learning Data mining Advertising Deep Learning 89

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In most of the real-life problem statements of Machine learning, The post Complete Guide to Expectation-Maximization Algorithm appeared first on Analytics Vidhya.

Machine Learning 388

Machine Learning Data Science Publishing Analytics 388

Analytics Vidhya

AUGUST 17, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon What is Linear Regression? Regression is a statistical term for describing. The post Understanding Linear Regression with Mathematical Insights! appeared first on Analytics Vidhya.

Statistics 348

Statistics Data Science Publishing Analytics 348

Analytics Vidhya

JULY 23, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Logistic Regression is another statistical model which is used for. The post Geometrical Approach To Understand Logistic Regression appeared first on Analytics Vidhya.

Statistics 343

Statistics Data Science Publishing Modeling 343

Analytics Vidhya

FEBRUARY 24, 2021

ArticleVideo Book Introduction to Artificial Intelligence and Machine Learning Artificial Intelligence (AI) and its sub-field Machine Learning (ML) have taken the world by storm. The post A Comprehensive Step-by-Step Guide to Become an Industry Ready Data Science Professional appeared first on Analytics Vidhya.

Data Science 335

Data Science Machine Learning Analytics IT 335

Analytics Vidhya

MAY 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Statistics is the foundation of Data Science. Before jumping to. The post Five Number Summary for Analysis! appeared first on Analytics Vidhya.

Statistics 271

Statistics Data Science Publishing Analytics 271

Analytics Vidhya

MAY 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In Machine learning or Deep Learning, some of the models. The post How to transform features into Normal/Gaussian Distribution appeared first on Analytics Vidhya.

Deep Learning 317

Deep Learning Machine Learning Data Science Publishing 317

Analytics Vidhya

MAY 28, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Logistic Regression, a statistical model is a very popular and. The post 20+ Questions to Test your Skills on Logistic Regression appeared first on Analytics Vidhya.

Testing 315

Testing Statistics Data Science Publishing 315

Analytics Vidhya

MARCH 4, 2021

ArticleVideo Book Objective Optimization is the core of every machine learning algorithm. Understand how the Gradient descent algorithm works and optimize model performance. Note: The post Understanding Gradient Descent Algorithm appeared first on Analytics Vidhya.

Machine Learning 296

Machine Learning Optimization Modeling Analytics 296

Analytics Vidhya

FEBRUARY 25, 2021

ArticleVideo Book Introduction Decision Trees are probably one of the common machine learning algorithms and this is something every Data Science beginner should know. The post How to Split a Decision Tree – The Pursuit to Achieve Pure Nodes appeared first on Analytics Vidhya.

Machine Learning 334

Machine Learning Data Science Analytics Statistics 334

Analytics Vidhya

MARCH 19, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Multicollinearity is a topic in Machine Learning of which. The post Multicollinearity in Data Science appeared first on Analytics Vidhya.

Data Science 337

Data Science Machine Learning Publishing Analytics 337

Analytics Vidhya

MAY 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Machine Learning deals with two types of problems: Regression problems. The post In-depth understanding of Confusion Matrix appeared first on Analytics Vidhya.

Machine Learning 306

Machine Learning Data Science Publishing Analytics 306

KDnuggets

NOVEMBER 6, 2019

Learn about statistical fallacies Data Scientists should avoid; New and quite amazing Deep Learning capabilities FB has been quietly open-sourcing; Top Machine Learning tools for Developers; How to build a Neural Network from scratch and more.

Statistics 48

Statistics Deep Learning Machine Learning 48

Analytics Vidhya

APRIL 24, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Machine Learning(ML) is the science of interpreting the data. The post A broader understanding of ML and types of regression appeared first on Analytics Vidhya.

Machine Learning 182

Machine Learning Data Science Publishing Analytics 182

Rocket-Powered Data Science

MARCH 10, 2020

In 2019, I was asked to write the Foreword for the book “ Graph Algorithms: Practical Examples in Apache Spark and Neo4j “ , by Mark Needham and Amy E. The book is awesome, an absolute must-have reference volume, and it is free (for now, downloadable from Neo4j ). Graph Algorithms book.

Metadata 250

Metadata Machine Learning ROI Prescriptive Analytics 250

Smart Data Collective

NOVEMBER 18, 2020

The Bureau of Labor Statistics estimates that the number of data scientists will increase from 32,700 to 37,700 between 2019 and 2029. Previously, such problems were dealt with by specialists in mathematics and statistics. Statistics, mathematics, linear algebra. Machine learning. Where to Use Data Science?

Data mining 143

Data mining Data Science Informatics Statistics 143

Ontotext

APRIL 19, 2024

This depth of understanding of both statistical modeling and description and relationship logic of ontological modeling makes the company well suited to navigate the thicket of hybrid or neurosymbolic AI, in which statistical methods such as NLP and LLMs complement the symbolic logic in well-constructed knowledge graphs.

Metadata 52

Metadata Statistics Interactive Enterprise 52

CIO Business Intelligence

NOVEMBER 14, 2022

Decision intelligence seeks to update and reinvent decision support systems with a sophisticated mix of tools including artificial intelligence (AI) and machine learning (ML) to help automate decision-making. Types of decision support system In the book Decision Support Systems: Concepts and Resources for Managers , Daniel J.

Data mining 135

Data mining Data-driven Statistics OLAP 135

O'Reilly on Data

NOVEMBER 29, 2022

While it’s unlikely that the bill will become law, merely raising the possibility of criminal prosecution and jail time has upped the ante for “ commercial entities that operate high-risk information systems or automated-decision systems, such as those that use artificial intelligence or machine learning.”. is worth reading.

Machine Learning 278

Machine Learning Recreation/Entertainment Risk Testing 278

Analytics Vidhya

MARCH 4, 2021

ArticleVideo Book Introduction While dealing with Linear Regression we can have multiple lines for different values of slopes and intercepts. But the main question. The post Data Science 101: Introduction to Cost Function appeared first on Analytics Vidhya.

Data Science 400

Data Science Analytics Statistics Machine Learning 400

Analytics Vidhya

MARCH 31, 2021

ArticleVideo Book Objective Naive Bayes is a fast, easy to understand, and highly scalable algorithm. Understand the working of Naive Bayes, its types, and. The post Introduction To Naive Bayes Algorithm appeared first on Analytics Vidhya.

Analytics 336

Analytics IT Statistics Machine Learning 336

Analytics Vidhya

AUGUST 3, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Image Source: dataaspirant.com Introduction What is Logistic Regression? The post Conceptual Understanding of Logistic Regression for Data Science Beginners appeared first on Analytics Vidhya.

Data Science 323

Data Science Publishing Analytics Statistics 323

datapine

MARCH 31, 2022

According to the US Bureau of Labor Statistics, demand for qualified business intelligence analysts and managers is expected to soar to 14% by 2026, with the overall need for data professionals to climb to 28% by the same year. The Bureau of Labor Statistics also states that in 2015, the annual median salary for BI analysts was $81,320.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

Analytics Vidhya

APRIL 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. The post Confusion Matrix: Detailed intuition and trick to learn appeared first on Analytics Vidhya. Introduction What is the first measure coming into your mind.

Measurement 315

Measurement Data Science Publishing Analytics 315