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Data Visualization tools, Austral language, Feature Engineering
New Deep Learning Algorithm and How Big 5 are using AI
In today's newsletter, we'll cover a range of topics. You will learn about Data visualization tools, feature engineering, Hadoop tech companies, Data Science History, AI for software dev, Austral language, New deep learning language, DevOps and career scope of Data analyst and other useful tools. We hope you enjoy it!💟
Data visualizations are everywhere today. From creating a visual representation of data points to impress potential investors, report on progress, or even visualize concepts for customer segments, data visualizations are a valuable tool in a variety of settings.
Feature engineering is a technique where you manipulate the existing features using domain knowledge to improve their performance. For example, you want to add more features to the dataset. One thing you can do is use the knowledge Body Mass Index (BMI). Doing so gives you one more feature, which is the BMI.
Hadoop, a platform developed by The Apache Software Foundation, is a popular open-source Big Data platform for distributed processing of large datasets across clusters of computers. Each system in Apache Hadoop acts as a storage device and as a computation platform
Data scientists are needed everywhere. The most fundamental prerequisite for developing any technology in this era of smart technology (which includes smartphones, televisions, watches, etc.) is data, and these data scientists serve as the foundation for machine learning and artificial intelligence specialists.
We will discuss some of the popular AI-based code-generation tools. They have been developed by corporates or University students, and each of them is unique in its own way.
Intellectual Property (IP) rights are fundamental elements behind many businesses and organisations. Whether you are a software developer or you require the development of software for your business, it’s important to understand how intellectual property (IP) may affect your work.
Introducing Austral: A Systems Language with Linear Types and Capabilities
Austral is a new systems programming language. You can think of it as Rust: The Good Parts or a modernized, stripped-down Ada. It features a strong static type system, linear types, capability-based security, and strong modularity. This article is an introduction to the language.
Geoffrey Hinton, professor at the University of Toronto and engineering fellow at Google Brain, recently published a paper on the Forward-Forward algorithm (FF), a technique for training neural networks that uses two forward passes of data through the network, instead of backpropagation, to update the model weights.
This article looks at AI and how Apple, Amazon, Google, Meta, and Microsoft are using the technology. It looks at the impact of AI on the big five to determine whether the technology is disruptive. Disruptive technologies bring a very different value proposition to what was previously available, and while they generally underperform established products, they have features that customers value.
The article covers a broad level comparison between SRE, Platform Engineering and DevOps. Check out the key components of each of them.
Is a career in data analysis a good choice? Yes. Data analysis is a good career choice. Every day the amount of data that is created, copied, captured, and consumed keeps increasing rapidly. That is why the need for people to process data will also keep increasing.
Watch and listen
NoSQL Database Market is expected to reach USD 36.50 billion by 2029, with a CAGR of 30 % between 2022 and 2029. #NoSQL is a non-relational database that uses key values to store and retrieve data.
This Python tutorial for beginners show how to get started with Python quickly. Learn to code in 1 hour! Watch this tutorial get started!
Tools and Libraries:
Pirate Weather (Website)
Pirate Weather is a free weather forecast API. It aims to return data using the same JSON structure that Dark Sky uses. Pirate Weather uses public data for its forecasts. It can provide forecast data for current conditions, minutely data for one hour, hourly data for up to 168 hours, and daily data for 7 days for anywhere in the world
Ultimate framework for data exchange, asynchronous state management, complex persistence and queueing.
A lightweight cms self-hosted on Cloudflare.
Building a CDN from Scratch to Learn about CDN.
Cut, copy, and paste anything, anywhere, all from the terminal.
A GUI frontend to gdb.
Mediapipe-based library to redact faces from videos and images.
For a detailed list of books covering Big data Data Science, Machine Learning, AI and associated programming languages check out our big data books page.
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Curated by @BDAnalyticsnews
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