Top AI and ML blogs to follow in 2020
With the rise of computing power and advancements in algorithms, there’s something amusing and interesting happening in the field of Artificial Intelligence and Machine Learning every day that it becomes difficult to keep up with the pace.
Natural Language Processing is gaining new momentum as transformer models like BERT, GPT, RoBERT, XLNET and others are making it possible to create more advanced chatbots which can closely replicate a human and are easy to deploy and maintain along with huge cost savings.
To be updated with the recent inventions and advancements, here’s a list of top AI blogs I personally follow :
1. Google Research
Google has few of the best talents on the planet working for its Google research, Google Brain and the overall Google team. They have been successful in finding solutions to some of the most challenging computer science problems and are also the developers of ML platforms like Tensorflow.
The Google research blog has all the articles, papers and other relevant content explaining what Google has been able to achieve. This blog is a must to follow for people interested in AI and stay updated with the latest work of a tech-giant.
Another related blog is: https://ai.googleblog.com/
Twitter handle: @GoogleAI
2. Topbots
This blog has a unique approach wherein the articles are grouped as per the various business domains like Marketing, Customer Service, Finance, Retail, Healthcare, Manufacturing, HR, Education, Gaming, etc.
It also has articles wherein people have written the types of questions asked by FAANG companies in there Data Science Interviews (which is helpful for data scientist) along with many good articles and tools which can be used.
This blog also talks about the different conferences and their top papers so that the audience can stay updated with the recent conference and its proceedings.
3. Amazon Science
This blog by another tech-giant Amazon is a no-miss. It encompasses a wide range of topics like Speech, NLP, Consumer Science, E-commerce, Deep Learning, Computer Vision, Robotics, etc. Amazon is one of the largest consumer-centric company this is a good read as they have the papers published, conference and events, latest news and careers also on the same site.
4. MIT artificial intelligence
Massachusetts Institute of Technology is a leading university in the world known for its programs in engineering and science has curated a set of over 600+ articles focusing on both the work done by its students and others.
This is a good blog to follow to get an insight on the research being carried out in academia.
5. OpenAI
OpenAI has emerged a very strong player in the AI industry and is here to disrupt with its models, GPT-3 being the latest and most talked-about which has crazy results.
The work they are doing using deep learning is extremely commendable that’s the reason everyone is now talking about OpenAI.
This blog is definitely not to be missed to be in tune with the work being done in the fields of Computer Vision, Image Processing, NLP and Deep Learning.
6. Microsoft Research
Microsoft is another tech-giant doing some great research in AI and incubating it in their products. We can find information regarding the Microsoft research webinars and attend them to understand the research better. Microsoft has done research in various domains like Computer Vision, Natural Language Processing, Human-Computer Interaction, Security, Networking and others.
7. Science Daily
As the name suggests, science daily is focused on writing good blogs or content on a daily basis. They cover a wide range of topics like Health, Technology, Environment, Society.
The AI blog usually talks about academic research from various universities around the world. For those interested in other related areas like robotics or Quantum computers this blog is a sure follow.
8. Chatbots Life
If you are interested in Natural Language Processing and Chatbots this blog is a not to be missed. It also talks about how to launch your business information bots on Google Assistant and FB messenger.
This is a good place to find information for both the AI developers and business decision-makers on how to leverage NLP and chatbots to generate a better customer experience and at the same time reduce the costs.
9. AI trends
As the name indicates the focus is here on the trending work in enterprise AI. It has few main verticals like AI in healthcare, Government, along with articles tagged domain wise like cybersecurity, energy, healthcare, etc.
This blog is primarily for business executives so that they are updated with the recent AI trends.
10. Analytics Vidhya
The articles here are written and posted by the Machine Learning practitioner and leaders community which are comprised of hands-on project for a quick reference to try out something new or unblock ourselves when doing a project.
It also has many good hackathons and courses to learn and participate and apply our knowledge in Machine Learning.
11. Machine Learning Mastery
Jason Brownlee, the author of most of the articles here talks about various steps in building an ML model and also focuses on the importance of data cleaning. He has written 100s of articles and has been active since 2013 and talks about almost all of the problems we face when building an ML model, be it handling missing values and outliers, data imbalance, choosing the right framework, etc.
He also has written book reviews(books in Machine Learning) which the community can read so that we get an idea about what to expect from a particular book.
Thank you for reading it till the end!
If you liked this post, please do share and clap for it and for other great blogs which I might have missed please let me know in comments or on LinkedIn.
