Analytics Vidhya

Statistics for Data Science: What is Skewness and Why is it Important?

Analytics Vidhya

Overview Skewness is a key statistics concept you must know in the data science and analytics fields Learn what is skewness, the formula for. The post Statistics for Data Science: What is Skewness and Why is it Important? appeared first on Analytics Vidhya.

8 SQL Techniques to Perform Data Analysis for Analytics and Data Science

Analytics Vidhya

Overview SQL is a must-know language for anyone in analytics or data science Here are 8 nifty SQL techniques for data analysis that ever. The post 8 SQL Techniques to Perform Data Analysis for Analytics and Data Science appeared first on Analytics Vidhya.

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22 Widely Used Data Science and Machine Learning Tools in 2020

Analytics Vidhya

Overview There are a plethora of data science tools out there – which one should you pick up? Here’s a list of over 20. The post 22 Widely Used Data Science and Machine Learning Tools in 2020 appeared first on Analytics Vidhya.

7 Open Source Data Science Projects you Should Add to your Resume

Analytics Vidhya

Overview Open source data science projects add a lot of value to your resume and help you stand out in an interview Here are. The post 7 Open Source Data Science Projects you Should Add to your Resume appeared first on Analytics Vidhya.

Data Analytics in the Cloud for Developers and Founders

Speaker: Javier Ramírez, Senior AWS Developer Advocate, AWS

You have lots of data, and you are probably thinking of using the cloud to analyze it. But how will you move data into the cloud? In which format? How will you validate and prepare the data? What about streaming data? Can data scientists discover and use the data? Can business people create reports via drag and drop? Can operations monitor what’s going on? Will the data lake scale when you have twice as much data? Is your data secure? In this session, we address common pitfalls of building data lakes and show how AWS can help you manage data and analytics more efficiently.

3 Building Blocks of Machine Learning you Should Know as a Data Scientist

Analytics Vidhya

Overview A machine learning system consists of multiple building blocks that need to be managed Learn about the three key building blocks of machine. The post 3 Building Blocks of Machine Learning you Should Know as a Data Scientist appeared first on Analytics Vidhya.

10 Compelling Reasons you Should Use JupyterLab for Data Science Coding

Analytics Vidhya

Overview JupyterLab is a brilliant coding environment to perform data science tasks These 10 reasons will convince to switch to JupyterLab from Jupyter Notebooks. The post 10 Compelling Reasons you Should Use JupyterLab for Data Science Coding appeared first on Analytics Vidhya.

10 matplotlib Tricks to Master Data Visualization in Python

Analytics Vidhya

Overview matplotlib is a widely used Python library for performing data visualization and exploratory data analysis These 10 matplotlib tricks will enable you to. The post 10 matplotlib Tricks to Master Data Visualization in Python appeared first on Analytics Vidhya.

Top 10 Applications of Natural Language Processing (NLP)

Analytics Vidhya

Introduction Natural Language Processing is among the hottest topic in the field of data science. Companies are putting tons of money into research in. The post Top 10 Applications of Natural Language Processing (NLP) appeared first on Analytics Vidhya.

Python Style Guide | How to Write Neat and Impressive Python Code

Analytics Vidhya

Overview The Python Style Guide will enable you to write neat and beautiful Python code Learn the different Python conventions and other nuances of. The post Python Style Guide | How to Write Neat and Impressive Python Code appeared first on Analytics Vidhya.

Business Analytics vs. Data Science – Which Path Should you Choose?

Analytics Vidhya

Introduction “Business Analytics” and “Data Science” – these two terms are used interchangeably wherever I look. But there’s one indisputable fact – both industries. The post Business Analytics vs. Data Science – Which Path Should you Choose?

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!

An Introduction to Machine Learning Libraries for C++

Analytics Vidhya

Introduction I love working with C++, even after I discovered the Python programming language for machine learning. C++ was the first programming language I. The post An Introduction to Machine Learning Libraries for C++ appeared first on Analytics Vidhya.

Build Text Categorization Model with Spark NLP

Analytics Vidhya

Overview Setting up John Snow labs Spark-NLP on AWS EMR and using the library to perform a simple text categorization of BBC articles. Introduction. The post Build Text Categorization Model with Spark NLP appeared first on Analytics Vidhya.

Running Low on Time? Use PyCaret to Build your Machine Learning Model in Seconds

Analytics Vidhya

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. The post Running Low on Time? Use PyCaret to Build your Machine Learning Model in Seconds appeared first on Analytics Vidhya.

New to Git and GitHub? This Essential Beginners Guide is for you

Analytics Vidhya

Overview Git and GitHub are essential tools for any data science professional who wants to code Learn the value and the in’s and out’s. The post New to Git and GitHub? This Essential Beginners Guide is for you appeared first on Analytics Vidhya. Beginner Github git

Difference between R-squared and Adjusted R-squared

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Overview Understand the concept of R-squared and Adjusted R-Squared Get to know the key differences between R-Squared and Adjusted R-squared Introduction When I. The post Difference between R-squared and Adjusted R-squared appeared first on Analytics Vidhya.

Future-Proofing Your Information Governance Strategy

Speaker: Crystal Cao, Lindsey Simon & Lisa Ripley

Join Onna and experts from Quip, Airbnb, and Oracle for this live webinar as they dive into proactive data deletion policies, retention strategies, and legal hold practices that are essential to a modern enterprise information governance strategy.

6 Open Source Data Science Projects to Try at Home!

Analytics Vidhya

Overview Work on your data science skills using these open source projects These open-source data science projects cover a broad range of topics, from. The post 6 Open Source Data Science Projects to Try at Home! appeared first on Analytics Vidhya.

7 Impressive Scikit-learn Hacks, Tips and Tricks for Data Science

Analytics Vidhya

Overview Scikit-learn, or sklearn, is the Swiss Army Knife of machine learning libraries Learn key sklearn hacks, tips, and tricks to master the library. The post 7 Impressive Scikit-learn Hacks, Tips and Tricks for Data Science appeared first on Analytics Vidhya.

Time Series Forecasting using Microsoft Power BI

Analytics Vidhya

Introduction Time series forecasting is a really important area of Machine Learning as it gives you the ability to “see” ahead of time and. The post Time Series Forecasting using Microsoft Power BI appeared first on Analytics Vidhya.

Deploy an Image Classification Model Using Flask

Analytics Vidhya

Overview Get an overview of PyTorch and Flask Learn to build an image classification model in PyTorch Learn how to deploy the model using. The post Deploy an Image Classification Model Using Flask appeared first on Analytics Vidhya.

The North Star Playbook

Every product needs a North Star. In this guide, we will show you the metrics product managers need to tie product improvements to revenue impact. If you are looking for a more-focused, less-reactive way to work, this guide is for you.

New to Kaggle? Here’s How you can Get Started with Kaggle Competitions

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Overview Kaggle can often be intimating for beginners so here’s a guide to help you started with data science competitions We’ll use the House. The post New to Kaggle? Here’s How you can Get Started with Kaggle Competitions appeared first on Analytics Vidhya.

Learn How to Visualize Geospatial Data in Jupyter using kepler.gl

Analytics Vidhya

Overview Geospatial data is goldmine right now and kepler.gl is a wonderful Python library for visualizing this geospatial data Learn how to use kpler.gl, The post Learn How to Visualize Geospatial Data in Jupyter using kepler.gl appeared first on Analytics Vidhya.

4 Simple Ways to Split a Decision Tree in Machine Learning

Analytics Vidhya

Overview How do you split a decision tree? What are the different splitting criteria when working with decision trees? Learn all about decision tree. The post 4 Simple Ways to Split a Decision Tree in Machine Learning appeared first on Analytics Vidhya.

10 Awesome Data Manipulation and Wrangling Hacks, Tips and Tricks

Analytics Vidhya

Introduction “Efficiency is doing things right. Effectiveness is doing the right thing.” ” – Zig Zagler As data scientists, we are often taught to be. The post 10 Awesome Data Manipulation and Wrangling Hacks, Tips and Tricks appeared first on Analytics Vidhya.

How to Choose the Best Embedded Analytics Solution to Modernize Your Application

If you are looking to modernize your application to improve competitiveness, then one of the quickest wins you can have is to embed sophisticated analytics that will wow your existing and prospective customers.

7 Python Hacks, Tips and Tricks for Data Science Projects

Analytics Vidhya

Overview Python is a superb language for data science but not everyone is a Python expert Here, we present 7 Python hacks that’ll help. The post 7 Python Hacks, Tips and Tricks for Data Science Projects appeared first on Analytics Vidhya.

spaCy Tutorial to Learn and Master Natural Language Processing (NLP)

Analytics Vidhya

Introduction spaCy is my go-to library for Natural Language Processing (NLP) tasks. I’d venture to say that’s the case for the majority of NLP. The post spaCy Tutorial to Learn and Master Natural Language Processing (NLP) appeared first on Analytics Vidhya.

Build your own Optical Character Recognition (OCR) System using Google’s Tesseract and OpenCV

Analytics Vidhya

Overview Optical Character Recognition (OCR) is a widely used system in the computer vision space Learn how to build your own OCR for a. The post Build your own Optical Character Recognition (OCR) System using Google’s Tesseract and OpenCV appeared first on Analytics Vidhya.

6 Open Source Data Science Projects to Impress your Interviewer

Analytics Vidhya

Overview Utilize this time and work on your data science resume with these top open-source projects From Facebook AI’s computer vision framework to OpenAI’s. The post 6 Open Source Data Science Projects to Impress your Interviewer appeared first on Analytics Vidhya. Beginner Career Github Listicle data science data science interview data science projects data science resume open source data science projects open source projects

B2B Pocket Playbook: End-to-End Guide to Sales Enablement

Sales enablement is the strategic process of providing sales teams with the content, guidance, and mentorship needed to engage targeted buyers. It’s all about equipping sales professionals with the tools they need to put their best-selling foot forward. And if sales teams want to continuously sell better -- and faster -- their sales enablement process must have a game-winning strategy. It's time for you to start selling smarter - and hitting your sales number - with the best B2B database in the market. Get started today.

3 Advanced Excel Charts Every Analytics Professional Should Try

Analytics Vidhya

Overview Advanced Excel charts are a great way to create effective and impactful stories for our audience Learn 3 advanced Excel charts here to. The post 3 Advanced Excel Charts Every Analytics Professional Should Try appeared first on Analytics Vidhya.

5 Amazing Google Colab Hacks You Should Try Today!

Analytics Vidhya

Introduction Google Colab is an amazing gift to the data science community from the fine folks at Google. Colab gives us the ability to. The post 5 Amazing Google Colab Hacks You Should Try Today! appeared first on Analytics Vidhya.

Tableau Tip: Visualize a Single Value Against Others

Analytics Vidhya

Introduction How often have we all tried to compare a value against a range, with unsatisfying results? Excel is the most common tool for. The post Tableau Tip: Visualize a Single Value Against Others appeared first on Analytics Vidhya.

SQL for Beginners and Analysts – Get Started with SQL using Python

Analytics Vidhya

Overview SQL is a mandatory language every analyst and data science professional should know Learn about the basics of SQL here, including how to. The post SQL for Beginners and Analysts – Get Started with SQL using Python appeared first on Analytics Vidhya. Beginner Data Mining Database Programming Python SQL Structured Data database RDBMs sql analytics sql data sql data science sql for beginners sql sqlite SQLite

Machine Learning for Builders: Tools, Trends, and Truths

Speaker: Rob De Feo, Startup Advocate at Amazon Web Services

Machine learning techniques are being applied to every industry, leveraging an increasing amount of data and ever faster compute. But that doesn’t mean machine learning techniques are a perfect fit for every situation (yet). So how can a startup harness machine learning for its own set of unique problems and solutions, and does it require a warehouse filled with PhDs to pull it off?

Getting into Deep Learning? Here are 5 Things you Should Absolutely Know

Analytics Vidhya

Starting your Deep Learning Career? Deep learning can be a complex and daunting field for newcomers. Concepts like hidden layers, convolutional neural networks, backpropagation. The post Getting into Deep Learning? Here are 5 Things you Should Absolutely Know appeared first on Analytics Vidhya.

10 Powerful and Time-Saving Data Exploration Hacks, Tips and Tricks!

Analytics Vidhya

Introduction “ Give me six hours to chop down a tree and I will spend the first four sharpening the axe.” – Abraham Lincoln. The post 10 Powerful and Time-Saving Data Exploration Hacks, Tips and Tricks! appeared first on Analytics Vidhya.

Hands-On Tutorial to Analyze Data using Spark SQL

Analytics Vidhya

Overview Relational databases are ubiquitous, but what happens when you need to scale your infrastructure? We will discuss the role Spark SQL plays in. The post Hands-On Tutorial to Analyze Data using Spark SQL appeared first on Analytics Vidhya.

5 Powerful Python IDEs for Writing Analytics and Data Science Code

Analytics Vidhya

Overview Picking a Python IDE is an important choice for any analyst, data scientist, or programmer to make Here are 5 Python IDEs that. The post 5 Powerful Python IDEs for Writing Analytics and Data Science Code appeared first on Analytics Vidhya. Beginner Programming Python JupyterLab PyCharm PyDev Python IDE Spyder Visual Studio

Pressure Points: How to Ensure Your B2B Pipeline Passes Inspection

This eBook highlights best practices for developing a pipeline management process that helps sales leaders and their team C.L.O.S.E (you’ll see what we mean in this eBook) more revenue through data-driven prospecting, stage analysis, and subsequent sales enablement.