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How to Develop an AdaBoost Ensemble in Python
Boosting is a class of ensemble machine learning algorithms that involve combining the predictions from many weak learners. A weak learner is a model that is very simple, although has some skill on the dataset. Boosting was a theoretical concept long before a practical algorithm could be developed, and the …
Startups And Big Data: Why Leaders Are Not Always Keen
In recent years, the term Big Data has become the talk of the town, or should we say, the planet. By definition, big data analytics is the complex process of analyzing huge chunks of data, trying to uncover hidden information — common patterns, unusual relationships, market trends, and above all, …
How Businesses Are Using Big Data For Social Media Marketing?
The term “data” has been a staple of the internet industry ever since its inception in the ’80s. With more and more focus shifting towards the digital sphere managing data has been quite essential especially considering the amount of data that needs to be stored and analysed. Big data is …
5 Unique Ways People Use Social Data In Their Business
In this modern age, if you want to take your business to new heights and want to get ahead of your competitors, then you will have to keep up with the technology and trends in digital marketing. One way in which digital marketing helps you a lot is that it …
Faster SQL Queries on Delta Lake with Dynamic File Pruning
There are two time-honored optimization techniques for making queries run faster in data systems: process data at a faster rate or simply process less data by skipping non-relevant data. This blog post introduces Dynamic File Pruning (DFP), a new data-skipping technique enabled by default in Databricks Runtime 6.1, which can …
✚ Visualization Tools, Datasets, and Resources – April 2020 Roundup
Every month, I collect visualization tools and resources that might help you make better charts. Here's the good stuff for April.Tags: roundup
Create a Word Cloud With Excel Data & Free Online Generator
A word cloud, or tag cloud, is a visual representation of keywords within a text.... The post Create a Word Cloud With Excel Data & Free Online Generator appeared first on MonkeyLearn Blog.
Sentiment Classification Techniques, Tools, and Tutorial
Do you receive hundreds of daily mentions on Twitter? More emails to sort through than... The post Sentiment Classification Techniques, Tools, and Tutorial appeared first on MonkeyLearn Blog.
Get Ask Data in your dashboard for smart, simple self-service analysis
Since launching Ask Data in February 2019, scores of customers have told us how they’re unlocking deeper insights by asking natural language questions and getting answers back as visualizations. We’ve also heard from you how important it is to be able to ask these questions in the moment as you’re …
How to Prevent Data Black Holes from Swallowing your Organization Whole
In this special guest feature, Tolga Tarhan, Chief Technology Officer at Onica, points out that as data accumulates in an environment, applications and services that rely on that data will naturally be pulled into the same environment, creating a data black hole. As companies continue to accumulate data, they are …
Tecton.ai Launches with New AutoML Platform to Make Machine Learning Accessible to Every Company
Tecton.ai emerged from stealth and formally launched with its data platform for machine learning. Tecton enables data scientists to turn raw data into production-ready features, the predictive signals that feed machine learning models. Tecton is in private beta with paying customers, including a Fortune 50 company.
Crucial Programming Concepts For Data Scientists
The demand for big data increased by $1.89 billion last year. As the need for data technology grows, so will the demand for data scientists. Unfortunately, many people struggle to develop the skills to become high-paid data scientists. They have a lot of difficulty with the programming aspects of the …
Who Funds the World Health Organization
A couple of weeks ago — or maybe it was a couple of years ago, I’m not sure — the administration announced it would withdraw funding from the World Health Organization. Here's what that does to the overall picture.Tags: money, World Health Organization
Unbelievable impact of COVID-19 on IT outsourcing!
IT Outsourcing is one of the most flourishing fields in the world. IT outsourcing is nothing new, but it is continuously growing. More and more businesses have realized the importance of outsourcing and have consulted various outsourcing companies for the services. However, amidst this tough situation, the pandemic, the IT …
Asymptotics of Reproducibility
Every once in a while, I see a tweet or post that asks whether one should use tool X or software Y in order to “make their data analysis reproducible”. I think this is a reasonable question because, in part, there are so many good tools out there! This is …
Text-to-speech models trained on celebrity voices
The Vocal Synthesis channel on YouTube trains text-to-speech models using publicly available celebrity…Tags: celebrity, deepfake, neural network, voice
How to teach using Kaggle
Do not waist time in classes installing things. You can use pre-installed notebooks to teach Python, R, DataScience, MachineLearning.
Visualizing NYC Airbnb Data
I created an R shiny app visualizing data for Airbnb listings in New York City. I used data from Inside Airbnb. My focus was to design something to help a user determine the best neighborhood to stay in New York, by observing several factors such as: price, location, property type, …