All the data you need.

Tag: Data Science

Book Review: Hands-On Exploratory Data Analysis with Python
The new data science title "Hands-On Exploratory Data Analysis with Python," by Suresh Kumar Mukhiya and Usman Ahmed from Packt Publshing is a welcome addition to the growing list of books directed to help newbie data scientists improve their skills. I'm always on the lookout for texts that can help …
Critical Components of Big Data Architecture for a Translation Company
Big data technology has been instrumental in helping organizations translate between different languages. We covered the benefits of using machine learning and other big data tools in translations in the past. However, big data often encapsulates using constantly growing data sets to determine business intelligence objectives, such as when to …
insideBIGDATA Latest News – 1/26/2021
In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday. Fortunately, we’re in close touch with vendors from …
Emily Robinson making sense of data science for us... and other things I learned recording her DevJourney (#135)
Emily Robinson making sense of data science for us. After interviewing her for the DevJourney podcast, here are the key takeaways I personally took out of the discussion.
Data Science Salon for Healthcare, Finance & Technology
insideBIGDATA is pleased to announce that it is a Community Partner for the upcoming "Data Science Salon for Healthcare, Finance & Technology" virtual event (use special discount code: insideBIGDATA20 when registering). DSS Virtual Salon | Applying AI & Machine Learning to Healthcare, Finance & Technology is the only industry conference …
Information Extraction from Text Using Python
We will implement information extraction from scratch in Python using the popular spaCy library.
Panel Discussion: Needed Data Skills for 2021
In this panel discussion article, Grant Shirk, Head of Marketing at Sisu, to help both hiring managers and job seekers looking to fill these key roles, sat down with a number of senior analytics leaders to get their perspectives on hiring, recruiting, and critical skills. You’ll find their conversation below, …
How to supercharge data exploration with Pandas Profiling
Producing insights from raw data is a time-consuming process. Predictive modeling efforts rely on dataset profiles, whether consisting of summary statistics or descriptive charts. Pandas Profiling, an open-source tool leveraging Pandas Dataframes, is a tool that can simplify and accelerate such tasks. This blog explores the challenges associated with doing …
How to get started in AI development
Artificial intelligence is becoming crucial for businesses that want to compete and survive. In fact, if you’re not using AI in 2021, there’s a good chance you lose out to your competitors. Of course, that makes AI development a highly sought after career, as more companies need to hire skilled …
AI in Analytics: Powering the Future of Data Analytics
Augmented analytics: the combination of AI and analytics is the latest innovation in data analytics. For organizations, data analysis has evolved from hiring “unicorn” data scientists – to having smart applications that provide actionable insights for decision-making in just a few clicks, thanks to AI. Augmenting by definition means making …
Starting a Data Career
Starting a Data Career If you are just starting a career in data, you will not want to miss this live interview. Join me as I speak with Henrique Senra from Simbiose Ventures to discuss the book, Getting Started with Data. The book was written out of a desire to …
Awesome functions in pandas and seaborn
Just a couple of handy functions to visualise and overview data
C and C++ Are Surprisingly Useful for Data Science Applications
We recently heard from a number of C and C++ experts talk about its merits with data science. Cristiano L. Fontana of OpenSource.com talked about some of these benefits in a recent article. Here is an excerpt from this post: “While languages like Python and R are increasingly popular for …
5 BI PROCESSES THAT HELP SUPPLY CHAIN COMPANIES OPTIMIZE OPERATIONS
Companies are collecting more data than ever these days. Business intelligence processes, in turn, have become a necessity in every business function, including the supply chain. BI tools can get complicated in a hurry. Given the sea of data that supply chain companies find themselves swimming in, choosing the right …
Where Data Scientist Salaries are Headed in 2021
For many years now, becoming a data scientist has been the goal for many. Billed as the hottest role of the 21st century, data scientists are among the highest paid in the IT industry and one of the most scarce right now. In fact, according to Glassdoor, the average salary …
“Above the Trend Line” – Your Industry Rumor Central for 1/11/2021
Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the …
Snowflake and Domino: Better Together
Introduction Arming data science teams with the access and capabilities needed to establish a two-way flow of information is one critical challenge many organizations face when it comes to unlocking value from their modeling efforts. Part of this challenge is that many organizations seek to align their data science workflows …
PyCaret 2.2: Efficient Pipelines for Model Development
Data science is an exciting field, but it can be intimidating to get started, especially for those new to coding. Even for experienced developers and data scientists, the process of developing a model could involve stringing together many steps from many packages, in ways that might not be as elegant …