Data Science

Category Archives: Data Science

5 Skills You Need to Become an Analytics Professional

Data and statistics seem to be making their way onto every avenue in the workforce, and there are hundreds of programming languages, tools and methods for practicing the craft. But which skills are in highest demand in the job market? Data Analysis No, seriously, data analysis is the most in-demand skill. Granted, it’s a strange one to appear … Continue reading 5 Skills You Need to Become an Analytics Professional

5 Application of Machine Learning in Today’s Business

Machine learning has been defined by Stanford University as “the science of getting computers to act without being explicitly programmed.” It’s machine learning that is now behind some of the greatest advancements in technology, driving new industries like autonomous vehicles. From machine learning, a whole new world of concepts has developed, including supervised learning and unsupervised learning, … Continue reading 5 Application of Machine Learning in Today’s Business

What Your Team Needs to Know About Text Mining

Text mining uses sophisticated natural language processing (NLP) techniques to quickly analyze massive volumes of biomedical literature. It can transform your organization’s approach across the drug development pipeline – from early phase drug discovery and clinical trial development to pharmacovigilance. Imagine being able to give your laboratory scientists a head start by extracting candidate relationships … Continue reading What Your Team Needs to Know About Text Mining

Data Warehouse Concepts, Architecture and Components

What is Data warehouse? Data warehouse is an information system that contains historical and commutative data from single or multiple sources. It simplifies reporting and analysis process of the organization. It is also a single version of truth for any company for decision making and forecasting. Business Analysis Framework The business analyst get the information … Continue reading Data Warehouse Concepts, Architecture and Components

PyTorch – The Future of Machine Learning

When it comes to implementing Deep Learning models, there are ample Open Source frameworks available. One of the popular frameworks – Torch, started as a scientific computing library in Lua programming language, but with the integration of CUDA C (for GPU computing) and ML Libraries, it soon became a standard ML Framework. Deep Mind was … Continue reading PyTorch – The Future of Machine Learning

Artificial Intelligence vs Machine Learning

We’re all familiar with the term “Artificial Intelligence.” After all, it’s been a popular focus in movies such as The Terminator, The Matrix, and Ex Machina (a personal favorite of mine). But you may have recently been hearing about other terms like “Machine Learning” and “Deep Learning,” sometimes used interchangeably with artificial intelligence. As a … Continue reading Artificial Intelligence vs Machine Learning

Artificial Neural Network (ANN)

An Artificial Neural Network (ANN) is a computational model. It is based on the structure and functions of biological neural networks. It works like the way human brain processes information. It includes a large number of connected processing units that work together to process information. They also generate meaningful results from it. In this tutorial, we will … Continue reading Artificial Neural Network (ANN)

Top 5 Business Intelligence (BI) tools in the market

Business intelligence tools (BI tools) are a way for companies to monitor data and generate business insights – necessary components in making smarter, better decisions that drive results. But once you start research and compare BI software, you realize there are many types, from business analytics and big data statistics to reporting tools and dashboards … Continue reading Top 5 Business Intelligence (BI) tools in the market

5 Essential Tips for People Starting a Career in Data Science

Choose the Right Role There are a lot of varied roles in the data science industry. Data visualization expert, machine learning expert, data scientist, and data engineer are a few of the many roles that you could go into. Depending on your background and work experience, there are related important job roles in the data science … Continue reading 5 Essential Tips for People Starting a Career in Data Science

Few things to know about Data Science

Data Science is a blend of various tools, algorithms, and machine learning principles with the goal to discover hidden patterns from the raw data. Statistics, Machine Learning, Data Science, or Analytics – whatever you call it, this discipline is on rise in last quarter of century primarily owing to increasing data collection abilities and exponential increase in … Continue reading Few things to know about Data Science