Machine Learning (ML) is emerging as one of the hottest fields today. It has penetrated into numerous aspects of our everyday life—be it Siri or Alexa, Facebook/Instagram friend suggestions, Gmail spam filters, traffic congestion predictions, customer support chatbots, and much more. The Machine Learning market is ever-growing, predicted to scale up at a CAGR of 43.8% from 2019 to 2025, reaching up to an estimated evaluation of USD 96.7 billion by the end of 2025. Consequently, there has been a significant increase in the number of Machine Learning enthusiasts across the globe. While there are ..read more

The benefits of honing technical skills go far beyond the Information Technology industry. Strong tech skills are essential in today’s changing world, and if your employees consistently and proactively enhance their IT skills, you will help them improve both personally and professionally. This, in turn, will help your business grow. Yes, it may feel overwhelming. However, with the right attitude and flexibility of mind, it can also be a tremendous opportunity for your employees to learn and grow. Here are some of the hottest tech skills (a mix of programming languages, tools, and frameworks; i ..read more

Machine Learning (ML) is emerging as one of the hottest fields today. It has penetrated into numerous aspects of our everyday life—be it Siri or Alexa, Facebook/Instagram friend suggestions, Gmail spam filters, traffic congestion predictions, customer support chatbots, and much more. The Machine Learning market is ever-growing, predicted to scale up at a CAGR of 43.8% from 2019 to 2025, reaching up to an estimated evaluation of USD 96.7 billion by the end of 2025. Consequently, there has been a significant increase in the number of Machine Learning enthusiasts across the globe. While there are ..read more

The benefits of honing technical skills go far beyond the Information Technology industry. Strong tech skills are essential in today’s changing world, and if your employees consistently and proactively enhance their IT skills, you will help them improve both personally and professionally. This, in turn, will help your business grow. Yes, it may feel overwhelming. However, with the right attitude and flexibility of mind, it can also be a tremendous opportunity for your employees to learn and grow. Here are some of the hottest tech skills (a mix of programming languages, tools, and frameworks; i ..read more

The benefits of honing technical skills go far beyond the Information Technology industry. Strong tech skills are essential in today’s changing world, and if your employees consistently and proactively enhance their IT skills, you will help them improve both personally and professionally. This, in turn, will help your business grow. Yes, it may feel overwhelming. However, with the right attitude and flexibility of mind, it can also be a tremendous opportunity for your employees to learn and grow. Here are some of the hottest tech skills (a mix of programming languages, tools, and frameworks; i ..read more

When it comes to understanding computing processes, especially in today’s front end and backend development world, most of the times everything revolves heavily around analyzing the algorithmic architecture in tools, applications, or more complex pieces of software. In fact, a thorough analysis of what concerns the algorithmic side of things within the computing processing industry has led to a common conclusion—  algorithmic functions are moving with architectural rendering languages to build much more complex tools.  Let’s analyze some of these.  Algorithmic Retargeting in R and Python  The ..read more

In the previous blog, Introduction to Object detection, we learned the basics of object detection. We also got an overview of the YOLO (You Look Only Once algorithm). In this blog, we will extend our learning and will dive deeper into the YOLO algorithm. We will learn topics such as intersection over area metrics, non maximal suppression, multiple object detection, anchor boxes, etc. Finally, we will build an object detection detection system for a self-driving car using the YOLO algorithm. We will be using the Berkeley driving dataset to train our model. Data Preprocessing Before, we get into ..read more

Humans can easily detect and identify objects present in an image. The human visual system is fast and accurate and can perform complex tasks like identifying multiple objects and detect obstacles with little conscious thought. With the availability of large amounts of data, faster GPUs, and better algorithms, we can now easily train computers to detect and classify multiple objects within an image with high accuracy. In this blog, we will explore terms such as object detection, object localization, loss function for object detection and localization, and finally explore an object detection al ..read more

Bonjour! Welcome to another part of the series on data visualization techniques. In the previous two articles, we discussed different data visualization techniques that can be applied to visualize and gather insights from categorical and continuous variables. You can check out the first two articles here: Data visualization for beginners – Part 1 Data visualization for beginners – Part 2 In this article, we’ll go through the implementation and use of a bunch of data visualization techniques such as heat maps, surface plots, correlation plots, etc. We will also look at different techniques that ..read more

Deep Learning is on the rise, extending its application in every field, ranging from computer vision to natural language processing, healthcare, speech recognition, generating art, addition of sound to silent movies, machine translation, advertising, self-driving cars, etc. In this blog, we will extend the power of deep learning to the domain of music production. We will talk about how we can use deep learning to generate new musical beats. The current technological advancements have transformed the way we produce music, listen, and work with music. With the advent of deep learning, it has now ..read more