As machine learning algorithms most often accept only numerical inputs, it is important to encode the categorical variables into some specific numerical values. In this article, we compare the label encoding and one-hot encoding techniques by implementing it in Python. Label Encoding Label encoding is one of the popular processes of converting labels into numeric…
The post Comparing Label Encoding And One-Hot Encoding With Python Implementation appeared first on Analytics India Magazine.
Can Artificial Intelligence Be The Next Big Thing In Mental Health? A report by the World Health Organisation (WHO) states that 7.5% of the Indian population suffers from some type of mental disorder. There is a variety of psychiatric conditions, including chronic depression, schizophrenia, psychosis, bipolar, personality disorders like attention-deficit hyperactivity disorder, obsessive-compulsive disorder and…
The post World Mental Health Day: Can Artificial Intelligence Help Kill Your Inner Demons? appeared first on Analytics India Magazine.
Tensorflow is amazing when it comes to simplicity in building and deploying machine learning applications in production. And when it comes to mobile devices Tensorflolw’s own Lite version totally saves the day. Tensorflow Lite has already marked its dominance in ML on smartphones in a generation where the entire world depends on handheld devices. In…
The post How To Setup A Simple Machine Learning Demo Application On Android appeared first on Analytics India Magazine.
Noted B-school Indian Institute of Management, Ahmedabad (IIM-A) is set to offer a new 16-month post-graduate diploma in Advanced Business Analytics (PGP-ABA), from the academic year 2020. This programme has been developed by keeping working professionals in mind and help them acquire essential skills and knowledge for asking the right questions, addressing it with analysis…
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Popular studio Disney isn't without its share of controversies. From allegations of antisemitism to undertones of racism and gender inequality, Disney films have not aged well. However, newer productions like Frozen or Brave with strong women leads and vivid characters are turning things around. Disney is now taking further steps to improve diversity in their…
The post Disney Will Now Use AI To Address Gender Bias In Its Films appeared first on Analytics India Magazine.
Agriculture serves as the backbone in India. Bringing innovation and applying emerging technologies is one of the crucial goals for agritech projects in India. In the past few years, the Government of India has started emphasising and commercialising agriculture in various innovative ways from using drones for mapping to investment in data collection. In this…
The post 5 Latest Agritech Projects Deployed By The Government appeared first on Analytics India Magazine.
Data science course today are very common — both on the internet and in the form of training centres. However, there is an inaccurate notion most people have that, free online courses are not worthy, and that they don’t have any value. Obviously, that is not true of every free course. Now, there are big…
The post Why Big Companies Like Google, IBM & Microsoft Are Coming Up With Free Data Science Courses appeared first on Analytics India Magazine.
As India gears up to position itself as a leader in AI and Data Science domain, we see the market for entry-level talent expanding. Startups, mid-size organisations, and large enterprises are competing to grab a chunk of the small pool of skilled professionals and fresh talent. As per our study — Analytics & Data Science…
The post Python Alone Doesn’t Make One A Data Scientist! Here’s How Dedicated Courses Can Help appeared first on Analytics India Magazine.
GANs have achieved state-of-the-art results in image and video generation, and have been successfully applied for unsupervised feature learning among many other applications. Generative adversarial networks have seen rapid development in recent years, however, their audio generation prowess has largely gone unnoticed. In an attempt to explore the audio generation abilities of GANs, a team…
The post DeepMind Extends Abilities Of Machines To Generate High Fidelity Speech With GAN-TTS appeared first on Analytics India Magazine.
After India’s directorate general of civil aviation (DCGA) brought out regulations on drones last year, it was a major breakthrough. Then, for a while, the policy on drones had been stalled until May 2019 when the government asked for invitations on proof of concepts around the technology. Now, in a major move to expedite the…
The post Why Zomato, Swiggy Or Dunzo Participating In Drone POCs Is A Big Deal For India appeared first on Analytics India Magazine.