We see that machine learning and data science is making progress in the recent decade. In addition, there are many new jobs and roles created for a data scientist or a machine learning engineer. We can interpret that with the help of data, we would be able to take better decisions with the help of data visualization and data science in general.

Image from https://www.missionbox.com/article/489/the-benefits-and-risks-of-cloud-computing

One of the major setbacks of machine learning is that there is a need for good computational power when we are training the algorithms. It seems really impossible to implement machine learning algorithms and train them with huge…


We often hear the terms deep learning and machine learning respectively. There is a strong demand for machine learning and deep learning. We’ve seen the rise in deep learning and machine learning and how it is used in different departments such as agriculture, medicine and computing respectively. We see new machine learning applications being created everyday and how we are going to use deep learning for different applications respectively.

Image from https://analyticsindiamag.com/convolutional-neural-network-image-classification-overview/

When we look at the image recognition tasks, we see that it is very easy for humans to detect an image. In fact, we can also notice and recognize a few…


We see data all around us. There are many companies that generate large amounts of data that could be used for different machine learning and artificial intelligence purposes respectively. We see Amazon and Facebook or Google for that matter that generate data that is extremely large.

Each search in Google can result in lots of data being created and with a large base of users added to that, we see that there is a huge generation of data. Therefore, the data that is available to us is abundant and we have to ensure that we make the best use of…


When we look at the graphical processing units, we think of them as devices that could be used to enhance the performance of games and ensure that they give us good images when run on a computer. One thing to consider is that these GPUs can also be used for deep learning and machine learning. In fact, they could be 100 times faster than that of traditional CPUs respectively.

Why use GPUs for deep learning?

We often see people on the internet who would recommend graphical processing units for deep learning. However, deep learning could also be done with the help of CPUs. But the speed…


Machine Learning Models need to be fair

We hear machine learning to be a buzzword nowadays and we see how it is gaining rapid traction in different industries such as finance, trading and social media.

There are new algorithms being created and one has to tune different hyperparameters for machine learning algorithms to perform well. We see how industries are moving to the new AI age and how the business value of various industries is increasing with the aid of machine learning and deep learning.

Machine learning, in general, involves dividing the overall data into 2 parts namely the train data and the test data. We would…


We would often be wondering where machine learning and artificial intelligence is used despite its popularity. I’m going to highlight the various ways in which artificial intelligence and in particular, machine learning is being used in different industries. I would also fully explain how the machine learning algorithms are used in real-life and make it as easy as possible for a reader to understand the applications respectively.

Photo by Possessed Photography on Unsplash

When I first started to understand the concepts of machine learning and deep learning, I always thought where these concepts are used in real life. I could make sense of a few machine…


As we randomly search terms on the internet, we often encounter “machine learning” and “deep learning” and how they are revolutionizing the way in which we live our lives. At present, machine learning is almost used everywhere from self-driving cars, email spam detection, recommender systems that we see in Netflix and Amazon, credit card fraud detection used by banks and so on. The list goes on and on with potential new applications being created. Therefore, it is very important to stay updated with the latest trends and understand what machine learning actually is and get a good broader understanding of…


The only thing that determines the quality of your life is the way you focus on things. How do people come from unbelievably painful experience and turn them around? They have harnessed the power of state management which is through focus. Some people, however, had everything they deserve yet failed in their lives miserably.

First of all, why do people want more money, business, cars or luxury? Is it because they desire it to showcase to others? Nope. The answer is that they want to change their state. …

Suhas Maddali

I'm very passionate about machine learning and deep learning. I'm writing articles to share my knowledge to the community so that it would be helpful.

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