Analytics Vidhya

SQL vs NoSQL Databases – A Key Concept Every Data Engineer Should Know

Analytics Vidhya

Overview Understand what SQL and NoSQL databases are. Go through the prominent difference between SQL and No SQL Databases. This is not an exhaustive. The post SQL vs NoSQL Databases – A Key Concept Every Data Engineer Should Know appeared first on Analytics Vidhya.

Create your Own Image Classification Model using Python and Keras

Analytics Vidhya

Introduction Have you ever stumbled upon a dataset or an image and wondered if you could create a system capable of differentiating or identifying. The post Create your Own Image Classification Model using Python and Keras appeared first on Analytics Vidhya.

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8 Things you Absolutely Should Know Before Starting your Data Science Career

Analytics Vidhya

Overview Making a successful transition into data science is a tricky prospect Here are 8 things you must know about building your data science. The post 8 Things you Absolutely Should Know Before Starting your Data Science Career appeared first on Analytics Vidhya.

Ultimate Beginners Guide to Breaking into the Top 10% in Machine Learning Hackathons

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview Finishing in the top 10% in Machine Learning Hackathons is a. The post Ultimate Beginners Guide to Breaking into the Top 10% in Machine Learning Hackathons appeared first on Analytics Vidhya.

Are Your Embedded Analytics DevOps-Friendly?

Does your analytics solution work with your current tech stack and DevOps practices? If not, any update to the analytics could increase deployment complexity and become difficult to maintain. Learn the 5 elements of a DevOps-friendly embedded analytics solution.

12 Powerful Tips to Ace Data Science and Machine Learning Hackathons

Analytics Vidhya

Overview Data science hackathons can be a tough nut to crack, especially for beginners Here are 12 powerful tips to crack your next data. The post 12 Powerful Tips to Ace Data Science and Machine Learning Hackathons appeared first on Analytics Vidhya.

Data Science- The Go-To Tool for Solving Daily Problems and Taking Better Decisions

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction How can Data Science, besides helping you professionally, improve the quality. The post Data Science- The Go-To Tool for Solving Daily Problems and Taking Better Decisions appeared first on Analytics Vidhya.

Python 3.9 is out! Explore 7 Exciting Python 3.9 Features That You Should Know

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction As famous author Wayne W.Dyer puts it, Change the way you. The post Python 3.9 is out! Explore 7 Exciting Python 3.9 Features That You Should Know appeared first on Analytics Vidhya.

Most Common Feature Selection Filter Based Techniques used in Machine Learning in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction As a programmer who is engaged in the field of AI. The post Most Common Feature Selection Filter Based Techniques used in Machine Learning in Python appeared first on Analytics Vidhya.

Introduction to Python Functions for Data Science Beginners

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Python is a truly wonderful programming language. Python’s flexibility has made. The post Introduction to Python Functions for Data Science Beginners appeared first on Analytics Vidhya.

Feature Selection Techniques in Machine Learning

Analytics Vidhya

Introduction When building a machine learning model in real-life, it’s almost rare that all the variables in the dataset are useful to build a. The post Feature Selection Techniques in Machine Learning appeared first on Analytics Vidhya.

Digital Trends Report 2020

As part of our goal to continue helping our community during these times, we wanted to share with you this critical data on the state of digital products across industries and provide context on how businesses are responding to the changing winds.

10 Questions Every Data Science Beginner Asks (with Answers and Resources)

Analytics Vidhya

Overview Data science beginners tend to ask some common questions about their career and learning path Here are 10 such questions with comprehensive answers. The post 10 Questions Every Data Science Beginner Asks (with Answers and Resources) appeared first on Analytics Vidhya.

Introduction to Logistic Regression – The Most Common Classification Algorithm

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction “I’m a bit of a freak for evidence-based analysis. I strongly. The post Introduction to Logistic Regression – The Most Common Classification Algorithm appeared first on Analytics Vidhya.

Ultimate Beginner’s Guide to Win Classification Hackathons with a Data Science Use Case

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview This article is a continuation and Part 2 of my first. The post Ultimate Beginner’s Guide to Win Classification Hackathons with a Data Science Use Case appeared first on Analytics Vidhya.

What is AWS? Why Every Data Science Professional Should Learn Amazon Web Services

Analytics Vidhya

Overview Amazon Web Services (AWS) is the leading cloud platform for deploying machine learning solutions Every data science professional should learn how AWS works. The post What is AWS? Why Every Data Science Professional Should Learn Amazon Web Services appeared first on Analytics Vidhya.

How I Became a Data Science Competition Master from Scratch

Analytics Vidhya

Overview Winning data science competitions can be a complex process – but you can crack the top 3 if you have a framework to. The post How I Became a Data Science Competition Master from Scratch appeared first on Analytics Vidhya.

5 Things a Data Scientist Can Do to Stay Current

DataRobot together with Snowflake – a leading cloud data platform provider — is helping data scientists stay current with the latest technology and data science best practices so that they can excel in an increasingly AI-driven workplace. Five Things a Data Scientist Can Do to Stay Current offers data scientists guidance for thriving in AI-driven enterprises.

Building an end to end image classification/recognition application

Analytics Vidhya

Introduction In the recent years, face recognition applications have been developed on a much larger scale. Image classification and recognition has evolved and is. The post Building an end to end image classification/recognition application appeared first on Analytics Vidhya.

A Quick History of Neural Networks

Analytics Vidhya

This article is part of the Data Science Blogathon. Introduction Neural networks are ubiquitous right now. Organizations are splurging money on hardware and talent. The post A Quick History of Neural Networks appeared first on Analytics Vidhya.

A Simple Explanation of K-Means Clustering

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Overview K-means clustering is a very famous and powerful unsupervised machine learning. The post A Simple Explanation of K-Means Clustering appeared first on Analytics Vidhya.

10 Statistical Functions in Excel every Analytics Professional Should Know

Analytics Vidhya

Overview Microsoft Excel is an excellent tool for learning and executing statistical functions Here are 12 statistical functions in Excel that you should master. The post 10 Statistical Functions in Excel every Analytics Professional Should Know appeared first on Analytics Vidhya.

Testing at Every Stage of Development

Up to 80% of new products fail. The reality is harsh and the reasons why are endless. Perhaps the new product couldn’t oust a customer favorite. Maybe it looked great but was too hard to use. Or, despite being a superior product, the go-to-market strategy failed. There’s always a risk when building a new product, but you can hedge your bets by understanding exactly what your customers' expectations truly are at every step of the development process.

Hypothesis Generation for Data Science Projects – A Critical Problem Solving Step

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction The first step towards problem-solving in data science projects isn’t about. The post Hypothesis Generation for Data Science Projects – A Critical Problem Solving Step appeared first on Analytics Vidhya.

5 Popular NoSQL Databases Every Data Science Professional Should Know About

Analytics Vidhya

Overview NoSQL databases are ubiquitous in the industry – a data scientist is expected to be familiar with these databases Here, we will see. The post 5 Popular NoSQL Databases Every Data Science Professional Should Know About appeared first on Analytics Vidhya.

Create a Word Cloud or Tag Cloud in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction I have always been in love with Data Visualization since the. The post Create a Word Cloud or Tag Cloud in Python appeared first on Analytics Vidhya.

What Does Gradient Descent Actually Mean

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will see what actually gradient Descent is. The post What Does Gradient Descent Actually Mean appeared first on Analytics Vidhya.

How Embedding AI-Powered Analytics Can Give You a Competitive Advantage

Embedding dashboards and reports aren’t enough. Futureproof your application by offering instant, actionable insights that will give you and your customers a competitive advantage.

Overcoming Class Imbalance using SMOTE Techniques

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Disclaimer: In this article, I’ll cover some resampling techniques to handle imbalanced. The post Overcoming Class Imbalance using SMOTE Techniques appeared first on Analytics Vidhya.

Power of Marketing and Business Analytics – An Approach to Grow your Business Online from Scratch

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Quoting Peter Drucker, “What gets measured, gets managed.” Have you ever pondered. The post Power of Marketing and Business Analytics – An Approach to Grow your Business Online from Scratch appeared first on Analytics Vidhya.

Confusion Matrix Is No More A Confusion for Data Science Aspirants!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction After we have trained our model and have predicted the outcomes, The post Confusion Matrix Is No More A Confusion for Data Science Aspirants! appeared first on Analytics Vidhya.

Exploratory Data Analysis – The Go-To Technique to Explore Your Data!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Exploratory Data Analysis(EDA) is one of the most underrated and under-utilized. The post Exploratory Data Analysis – The Go-To Technique to Explore Your Data! appeared first on Analytics Vidhya.

Building Like Amazon

Speaker: Leo Zhadanovsky, Principal Solutions Architect, Amazon Web Services

Amazon's journey to its current modern architecture and processes provides insights for all software development leaders. To get there, Amazon focused on decomposing for agility, making critical cultural and operational changes, and creating tools for software delivery. The result was enabling developers to rapidly release and iterate software while maintaining industry-leading standards on security, reliability, and performance. Whether you're developing for a small startup or a large corporation, learning the tools for CI/CD will make your good DevOps team great. We are excited to be joined by Leo Zhadanovsky, a Principal Solutions Architect at Amazon Web Services.

Recurrent Neural Networks for Sequence Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction I have been thinking of writing something related to Recurrent Neural. The post Recurrent Neural Networks for Sequence Learning appeared first on Analytics Vidhya.

Busted! 11 Data Science Myths You Should Avoid at All Costs

Analytics Vidhya

In this article, we bust 11 common myths people have about data science. We have divided the myths into career, tools and role related categories. The post Busted! 11 Data Science Myths You Should Avoid at All Costs appeared first on Analytics Vidhya.

What are the differences between Data Lake and Data Warehouse?

Analytics Vidhya

Overview Understand the meaning of data lake and data warehouse We will see what are the key differences between Data Warehouse and Data Lake. The post What are the differences between Data Lake and Data Warehouse? appeared first on Analytics Vidhya.

18 All-Time Classic Open Source Computer Vision Projects for Beginners

Analytics Vidhya

Overview Open source computer vision projects are a great segway to landing a role in the deep learning industry Start working on these 18. The post 18 All-Time Classic Open Source Computer Vision Projects for Beginners appeared first on Analytics Vidhya.

Rethinking Information Governance In The Age of Unstructured Enterprise Data

Today’s organizations are faced with the overwhelming challenge of managing, finding, and leveraging their information. This eBook discusses a newly discovered information discipline and is filled to the brim with helpful information.

All Aboard the Pandas Express – How to Speed up Data Preprocessing using Pandas in Python

Analytics Vidhya

Overview Pandas is the Swiss Army Knife of data preprocessing tasks in Python but can be cumbersome when dealing with large amounts of data. The post All Aboard the Pandas Express – How to Speed up Data Preprocessing using Pandas in Python appeared first on Analytics Vidhya.

Big Announcement: 3 Free Certificate Courses in Data Science and Machine Learning by Analytics Vidhya!

Analytics Vidhya

An Unmissable Opportunity to Earn your Data Science Certificate Picture this – you are given the opportunity to take a high-quality course on a. The post Big Announcement: 3 Free Certificate Courses in Data Science and Machine Learning by Analytics Vidhya! appeared first on Analytics Vidhya.

Starting your First Data Science Project? Here are 10 Things You Must Absolutely Know

Analytics Vidhya

Introduction Can you imagine navigating through a city without Google Maps? It feels like an alien concept! We have no sense of direction and. The post Starting your First Data Science Project? Here are 10 Things You Must Absolutely Know appeared first on Analytics Vidhya.

How to create your AI Virtual Assistant using Python

Analytics Vidhya

Introduction A virtual assistant, also called an AI assistant or digital assistant, is an application program that understands natural language voice commands and completes. The post How to create your AI Virtual Assistant using Python appeared first on Analytics Vidhya.

The Best Sales Forecasting Models for Weathering Your Goals

Every sales forecasting model has a different strength and predictability method. It’s recommended to test out which one is best for your team. This way, you’ll be able to further enhance – and optimize – your newly-developed pipeline. Your future sales forecast? Sunny skies (and success) are just ahead!