Fast Data Science news

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How to Become a Data Science Consultant
Ai for business

How to Become a Data Science Consultant

Job postings for data science consultants have increased an amazing 256% since 2013. Why? The need for data collection and processing is everywhere.

Causal machine learning
Ai for business

Causal machine learning

Some ways that we can model causal effects using machine learning, statistics and econometrics, from a sixth-century religious text to the causal machine learning of 2021 including causal natural language processing.

Named Entity Recognition and Product Recognition
Natural language processing

Named Entity Recognition and Product Recognition

Named entity recognition (NER) is the task of recognising proper names and words from a special class in a document, such as product names, locations, people, or diseases.

Building a data science team
Data science project management

Building a data science team

Data science in an organisation starts with three separate sub-teams: the data science team, the data engineering team, and the data operations team.

Training machine learning models from sensitive data
Natural language processing

Training machine learning models from sensitive data

Does protecting sensitive data mean that you also need to compromise the performance of your machine learning model? If you study machine learning in university, or take an online course, you will normally work with a set of publicly available datasets such as the Titanic Dataset, Fisher’s Iris Flower Dataset, or the Labelled Faces in the Wild Dataset.

Finding similar documents
Natural language processing

Finding similar documents

How NLP document similarity algorithms can be used to find similar documents and build document recommendation systems. Let us imagine that you are reading a document, and would like to find which other documents in a database are most similar to it.

AI in Science and Research
Ai in research

AI in Science and Research

Artificial Intelligence (AI) is revolutionising various aspects of scientific research. AI’s Impact on Science: AI is leaving its mark on every stage of scientific discovery, from forming hypotheses to analyzing data and writing research papers.

Revolutionising Data Science at Non-Profits
Ai ethics

Revolutionising Data Science at Non-Profits

How can natural language processing and data science help non-profits (charities) such as the White Ribbon Alliance analyse survey data and share it with the world?

What Women Want dashboard 25 March launch!
Ai in healthcare

What Women Want dashboard 25 March launch!

Register for the launch event on 29 March 2021 here (registration has passed). Click here to visit the dashboard. Visit our What Women Want dashboard!

Will AI mean the End of Jobs?
Ai ethics

Will AI mean the End of Jobs?

Is AI going to be a jobs killer? How many jobs will be lost to AI? What jobs will AI create?

The key stages of a data science project
Data science project management

The key stages of a data science project

What are the key stages in a data science project? A recipe for a successful data science project flow. The naive view of a data science project’s stages When planning a data science project, it’s easy to think of it as a simple exercise in a little bit of data cleaning, some data science work, and a deployment stage at the end of the project.

Unsupervised Learning: Power to the Program
Ai for business

Unsupervised Learning: Power to the Program

What is unsupervised learning? When we think about acquiring a skill or learning a new subject, most of us see that process involving a teacher passing their knowledge on to us.

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