WANT THE BEST APPLIED AI NEWS?
WE’VE GOT YOU COVERED
Get High-Quality, Curated AI & ML News
Artificial intelligence is the overhyped topic of the day. Media outlets and personal blogs are awash with content – some good, most not-so-good. We sift through all the top tech and business news sources daily so you don’t have to. Get only curated news and original thinking about applied AI and machine learning for enterprises from experienced writers and reliable industry experts.
Original Content
TOPBOTS writers are experts in enterprise AI applications, ranging from technology to marketing to operations. We offer original content based on industry news, academic research, domain expert opinions, internal projects, case studies, and trending data to help your business or brand succeed with applied data science and machine learning.
Why Graph Theory Is Cooler Than You Thought
What are Graphs? Talk to a scientist in just about any discipline, and ask them the question — based on their discipline — “how does that stuff work?” You’ll likely find that there are systems and networks that you have to consider before you can really understand how any given thing works: whether that’s the human body, a food…
10 Leading Language Models For NLP In 2021
The introduction of transfer learning and pretrained language models in natural language processing (NLP) pushed forward the limits of language understanding and generation. Transfer learning and applying transformers to different downstream NLP tasks have become the main trend of the latest research advances. At the same time, there is a controversy in the NLP community…
BERT Inner Workings
I created this notebook to better understand the inner workings of Bert. I followed a lot of tutorials to try to understand the architecture, but I was never able to really understand what was happening under the hood. For me it always helps to see the actual code instead of just simple abstract diagrams that…
Pretrain Transformers Models in PyTorch Using Hugging Face Transformers
This notebook is used to pretrain transformers models using Hugging Face on your own custom dataset. What do I mean by pretrain transformers? The definition of pretraining is to train in advance. That is exactly what I mean! Train a transformer model to use it as a pretrained transformers model which can be used to fine-tune it on a specific task!…
Top Applications of Graph Neural Networks 2021
At the beginning of the year, I have a feeling that Graph Neural Nets (GNNs) became a buzzword. As a researcher in this field, I feel a little bit proud (at least not ashamed) to say that I work on this. It was not always the case: three years ago when I was talking to…
Leading AI & Machine Learning Research Trends 2021
To help you stay well prepared for 2021, we have summarized the latest trends across different research areas, including natural language processing, conversational AI, computer vision, and reinforcement learning. We also suggest key research papers in different areas that we think are representative of the latest advances. Subscribe to our AI Research mailing list at…
Start Reading The Best A.I. & Bot News
Got Content For Our Newsletter?
Got an article you’d like to feature in our newsletter? If the piece is well-researched and educational, go ahead and submit the link below. Be aware that we don’t accept blatantly promotional content or articles with factual mistakes or misleading headlines.