Before we dive in, I would like to point out that all the basic ideas in this article are based on the paper -- "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient (Lantao Yu et. I have left out details that aren't necessary for understanding the intuition behind the approach and its working. However, I would definitely recommend that you read the paper as well. Let's leave the whole idea of neural network based text generators aside for a moment and think of our text generator as an RL agent. What would its states and actions be?

Artificial Intelligence is a very trending topic in the current competitive world. AI is offering smart business solutions to small and large enterprises. The AI is also benefiting the eCommerce in a large way. AI technology has helped e-commerce to reach greater heights. In other words, AI is revolutionizing the mobile app world and the whole structure of businesses.

The Autonomous flying drone uses the computer vision technology to hover in the air avoiding the objects to keep moving on the right path. Apart from security surveillance and Ariel view monitoring, AI drone is now used by online retail giant Amazon to deliver the products at customer's doorstep revolutionizing the transportation and delivery system by logistics and supply chain companies. Cogito and AWS SageMaker Ground Truth have partnered to accelerate your training data pipeline. We are organising a webinar to help you "Build High-Quality Training Data for Computer Vision and NLP Applications". After registering, you will receive a confirmation email containing information about joining the webinar.

Also, terms like data science, analytics, statistics, databases etc are ones that most people associate with the professional world exclusively. However, all these and many of their associated ones aren't meant for data science professionals only. In reality, most people experience the role of data science in their day-to-day lives and in almost every situation. From new friend suggestions by Facebook to Google's help to complete a search phrase to television shows predicted by Netflix in accordance to your preferences, and many more -- data science is being used by common people in almost every situation. We often praise the high-tech device or the high-end technology once we leverage its abilities, failing to acknowledge the role of data science in making them happen.

I wanted to name this Adventures in Reinforcement Learning. Then I realized that it was probably the lamest name I could ever create. Wikipedia can explain it better. Then why do you even have a blog post? Well I had to take a graduate level AI class to understand Reinforcement Learning enough for me to try playing around with examples I found online and tweak them to my interests, ultimately creating something in an hour while listening to RetroWave.

Cybersecurity is one of the many uses of artificial intelligence. Going by a recent report by Norton, the global cost to recover from a typical data breach is USD 3.86 million. Studies also conclude that it takes a whole 196 days to recover from any data breach. As such, it makes sense for companies to use AI to avoid both financial losses and waste of time. That said, this article highlights how AI can help in cybersecurity.

AI is omnipresent becoming the norm in many facets of our everyday lives. Several businesses today have leveraged the capabilities of artificial intelligence. The moment is now -- where do you place yourself in the AI era today? Why does human resource matter more than ever in this age of artificial intelligence? It is but ironic to experience the way AI is transforming human resources -- HR professionals and HR leaders.

The concept of beauty and cosmetics has advanced since the ancient Egyptian standards of smooth hair, clear skin, and beautiful eyes to include hair color and extensions, face contouring, and eyebrow enhancement. For each curve on our face, there now exists a product available to enhance and project it beautifully. The definition of beauty has changed over the years. Growing global economies, increasing disposable incomes, changes in lifestyle (indulgence in cosmetics for skin care, salon and spa treatments), and climate changes have resulted in increased skin care demands. The popularity of natural and organic beauty products, particularly in the United States and European countries, has also fostered the growth of the cosmetics market.

Commerce moved beyond brick-and-mortar stores, seized the online space, and is steadily crippling into mobile. Modern online shopping offers unparalleled flexibility of access and selection of available interfaces. You can shop away while on a bus. You can buy your next favorite gadget while relaxing on a lawn on a beautiful sunny day. That's why mobile commerce is such a fast-growing niche that caters specifically to smartphone users and their respective app ecosystems.

Currently, Artificial Intelligence has become a great inspirational source of the interaction of humans with machines and devices. Artificial Intelligence (AI) has offered immense utilization in terms of advancements and competence to the businesses in various verticals. Likewise, Artificial Intelligence development has improved the customer's experience greatly in every facet. From Traveling to Advertisement, or from Machinery to Telecom industry AI is redefining the overall experience. Artificial Intelligence is considered more than a smart technology that is transforming industries into existing and emerging technologies. When it comes to industry AI developement is creating a benchmark footprint and turning things to another new level.