I bet most of us have heard about “GPUs”. There have been sayings that GPU is the best investment you can do for gaming.
But the technology that once fancies the Gaming Industry, is now a core element of various other realms including Artificial Intelligence, Video Rendering, Healthcare.
The two main GPU manufacturers are NVIDIA & AMD. The electronic giants once used to focus solely on the gaming industry to design their GPUs, but as the corpus of AI is expanding, the demand and specialization of GPUs are increasing exponentially.
The increasing attention on Deep Learning has enabled manufacturers to…
I’ve been writing technical articles on the medium for a year, and have been featured in all major publications including TowardsDataScience, TowardsAI, The Startup, Analytics Vidhya, DataDrivenInvestor, LevelUpCoding. But this thing has always bothered me, “Which day would be best to publish my article?”.
To answer the question, I finally decided to perform Exploratory Data Analysis on articles published by the top 6 ML/AI publications on Medium on daily basis.
The top publications that are crucial to my dataset are:
To get the answer to our dilemma, we need to scrape data from…
Last week, I wrote about how YouTube Algorithm works and the AI workflow behind it. But based on the information available regarding its recommendation system, I think there are some flaws in it:
With a high user base comes a mighty recommendation system.
▹ Homepage — Give suggestions without any query/navigation.
▹ Watch Next — Drive higher engagement to similar content.
▹ Search Tab — Show content matching the query
▹ Trending — The most controversial section of YouTube
▹ A Creator’s way to Success!
▹ Collaborative Filtering
▹ Matrix Factorization
Were you ever in the exam hall/conference room and all you could think of was the weird music sound that was playing in the disco last night?
Don’t worry, we’ve all been there. This phenomenon is known as an earworm. And, to drive the earworm away and ease your mind, the only trick is to sing/listen to that tune.
But, you don’t…
Ever wondered how Google search shows exactly what you want to see? “Puma” can be both an animal or shoe company, but for you, it is mostly the shoe company and google know it!
How does it happen? How do search engines understand what you want to say?
How do chatbots reply to the question you asked them and are never deviated? How Siri, Alexa, Cortana, Bixby works?
“Data is the new oil” ~ Clive Humby
Data is an integral part of our life and unlike other resources it is inexhaustible but here comes a catch, it is only useful to your organization if you know how to mend it and get its gist.
Data Science is a process that includes: Collecting, Storing, Processing, Describing, and Modeling.
Processing, Describing/EDA(Exploratory Data Analysis) can be referred to as a lifecycle to get introduced to the data by finding relations among each variable and visualizing them to find hidden trends.
EDA accounts for a large amount of time and effort to…
Do you like performers and artists? Do you want to imitate them? Well, now you can!
Do you want to get viral on TikTok but are afraid of your dance moves? Well, AI got your back. All you need is your still image and a video of your favorite artist performing some moves. And, BOOM! you’re an internet sensation.
To imitate the above workflow we implement Image animation, which uses neural networks that helps us to wrap the source image on the motion of an object in the video sequence. …
The web has gone crazy over an interactive tool GPT-3. Its use-cases and future possibilities are amazing. (G)enerative (P)retrained (M)odel is the third version of the natural language processor. You can expect it to behave like your friend Donald, throw it a prompt and it will do as directed.
If you would like to peek in the future, check out how developers are using GPT-3. Without a doubt, we can say that our world is full of AI use cases. Ranging from suggesting you something to Amazon to driverless cars, AI got you all covered up. Even, there are high…
Artificial Intelligence has surely stormed mankind in past years, the machines are extremely good at imitating what we tell them to do. But AI and creativity are counterparts, creativity is the abstract concept that is still missing from the core AI field.
For the past few years, researchers have been trying to decode the machine’s ability to mimic human-level intelligence to generate creative products such as jokes, poetry, problems, paintings, music, etc. …