Building a machine learning model is simple: you collect data, split them into datasets, feed the model with data from an open-source framework, refine the model, retest it, and hey presto!, magic in the making - right? Well, if that’s your … Read more
Data Science
Responsible Production and Green Consumption: How to Find a Sustainable Path forward and Avoid Waste
Current approaches to water, food, and production need to be reverse-engineered worldwide to achieve real sustainability for the global population. ICT technology provides the foundation on which to build disruptive solutions that will change the … Read more
Watson Studio: IBM Extends Open Source to the Production Phase to All Stakeholders
Is Open Source ideal for AI use in business? By the time you leave university, you will already be using many tools and platforms from the open-source environment. Open Source offers an infinite number of tools, essentially free of cost. … Read more
Clean Water and Sanitation: Data Analysis to Spread Awareness about the Most Precious Resources for Life
Over the past 50 years, our Planet has been seriously injured by the human race. A prodigious environment moved by forces that are in part still a mystery to us is changing as a result. Some would argue that it's fighting against a threat to its own … Read more
Zero Hunger in the World: Help the Human Race and the Planet to live long and prosper
The impacts of climate change are global in scope and unprecedented in scale. Without drastic action today, adapting to these impacts in the future will be more difficult and costly. Technology can help, and IBM is making an effort to prepare for … Read more
A comprehensive guide to Governed Data Lakes
Data lakes are ideal solutions for organizations which prioritize data in their operations strategy. Clean data adds value to the overall process and triggers the AI’s ability to organize existing processes and extract new patterns, helping both … Read more
8 Techniques for Efficient Data Cleaning
Data is an essential part of data analytics, data security, and data science. That’s obvious. Sometimes, however, that data can get a little dirty. No, not like in a gangster film. More like where suddenly we are having to deal with ‘dirty data’ … Read more
7 Key Differences Between Data Analytics and Data Mining
With every second we spend online, mountains of data is generated. For every social media post, Google search, and link clicked, there is a way in which our activity can be collected for data. Experts within the data science field can utilize this, … Read more
Start Building Your Own Cloud Native COVID-19 Data Analytics Model
Table Of ContentsWhat will you learn about COVID-19 data analytics?COVID-19 data analytics and cloud: topics summaryWhy Microservices? Containerization Orchestration When you read or watch the latest news on the spread of COVID-19 … Read more
What Are the Main Areas of Development for a Data Analyst’s Career?
Data analysts manipulate data and use it to help organisations make wise business decisions. They gather information from the data regarding specific aspects, interpret, analyse and share their findings with other stakeholders in the organisation … Read more
The cutting edge of real-time AI
Machine learning is traditionally processor-intensive; ML algorithms require large numbers of parallel operations. As a result, the models usually run in data centres at the core of the network. However, this has a direct impact in terms of latency, … Read more
IBM Think Digital 2020: AI for Enterprise and the Value of Language
IBM recently hosted Think Digital 2020, a series of fascinating talks, presentations and interviews all facilitated remotely during the COVID-19 stay at home order. The two-day event was an opportunity to discuss the state of business and the … Read more
Epidemic Intelligence, part 2: data, models and machine learning in the age of Coronavirus
In a previous article, we shared some reflections on machine learning models for data fitting and prediction, playing with a simple dataset related to the spread of the current coronavirus emergency. We looked at simple models and mentioned some … Read more
Epidemic Intelligence, part 1: data, models and machine learning in the age of Coronavirus
The current global emergency due to the spread of the coronavirus in several countries shows how fragile our society's equilibrium is when faced with 'interior' threats such as an epidemic. Treatments to relieve symptoms and a vaccine will eventually … Read more
6 Data Science Careers That are Shaping the Future
The data science sector is responsible for some of the most in-demand jobs of 2020. It encompasses a range of interwoven roles and skillsets in that there is no agreed-upon definition of a data scientist or data analyst. Thus, individual job … Read more