Responsible AI for Engineers

Advances in AI promise tremendous benefits to society but also pose significant challenges. Google is at the forefront of AI research, applications and operationalizing principles for Responsible AI. As the field continues to advance, responsibility is becoming increasingly important to meet expectations of all stakeholders. Learn about challenges such as bias, adversarial attacks and unintended user and societal harms. Hear how AI is different from other emerging technologies, and how leaders like Google are organizing to improve responsibility with principles, governance and design practices.

We look at Google techniques, research, learnings and open challenges in areas such as:

  • Unintended consequences
  • Model understanding
  • Secondary metrics
  • Design practices
  • Engineering objectives (loss functions) We explore a case study of how these considerations come together. More broadly, we look at how emerging approaches for how Machine Learning can be aligned with values and be a force for good.

#artificial-intelligence #machine-learning #data-science

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Responsible AI for Engineers
Otho  Hagenes

Otho Hagenes


Making Sales More Efficient: Lead Qualification Using AI

If you were to ask any organization today, you would learn that they are all becoming reliant on Artificial Intelligence Solutions and using AI to digitally transform in order to bring their organizations into the new age. AI is no longer a new concept, instead, with the technological advancements that are being made in the realm of AI, it has become a much-needed business facet.

AI has become easier to use and implement than ever before, and every business is applying AI solutions to their processes. Organizations have begun to base their digital transformation strategies around AI and the way in which they conduct their business. One of these business processes that AI has helped transform is lead qualifications.

#ai-solutions-development #artificial-intelligence #future-of-artificial-intellige #ai #ai-applications #ai-trends #future-of-ai #ai-revolution

Shradha Singh


AI Engineers and the Top 5 Hottest Technology Jobs |

With the world business landscape changing at an unprecedented rate and moving towards digital business operations, the relevance of technology skillset has grown manifolds off late. Some of the most sought after skills in the global job markets today is technical skills, especially the skillset in disruptive techs such as AI, machine learning, data science, and automation. Recruiters across industry domains are desperately seeking candidates with relevant skills in advanced technologies. If one is skilled in emerging tech and also officially certified in the same, he is all set to become a unicorn of the technology sector.


AI architects are supposed to find and develop AI solutions for the organization’s specific business needs. They are required to possess knowledge in AI application programming, AI integration, and NLP (natural language processing). Soft skills do play a vital role in being an AI engineer. You need to be a strategic thinker with robust communication skills.

The adoption rate of AI tech across industry domains is what is making it so special for businesses worldwide, and hence the growing need for AI architects. For AI aspirants, the best aid could be enrolling in some of the best AI certification programs available online.

These technology professionals develop infrastructure, safeguard the firm’s cloud against hacking, malware attacks, and viruses. The other responsibilities of DevOps professionals comprise keeping in check the health of the technology tools used in business operations, ensuring and developing process automation, detecting & solving queries related to critical areas of software development such as testing.

#ai architects #ai tech #technology jobs #ai architects #ai solutions #devops engineers

Shradha Singh


Is India the new Hub for AI Engineers?

Artificial intelligence has been making waves in the world for quite some time now, however, a completely new market is coming up in one of the Asian countries – India.

Yes, the industry experts along with specialists who have been watching the AI market like hawks have revealed that India is slowly opening to the wonders of artificial intelligence. Interestingly, the world had already witnessed how artificial intelligence has been disrupting the businesses globally, and now the Indian subcontinent has woken up to the magic of AI.

Artificial intelligence is nothing but the ability of machines to perform the tasks that were earlier perceived to be specifically for humans. Now as machines perform those tasks with practiced ease, the entire thing has become a reality and is no longer fiction.

In India, Hyderabad is coming up as an AI trade hub for commerce and IT is fast coming up on crucial technological advancements that is being offered to the world. Currently, different fields like healthcare, agriculture, manufacturing, and education are adopting AI in their day-to-day businesses to leverage the benefits of artificial intelligence.

Looking at the data of India’s IT and ITeS companies’ contributions to the data of GDP it will be found that these industries accounted for about 7.7% of the Indian GDP. Now if you consider AI single-handedly has the potential of pumping in an enormous US$957 billion by 2035.

#ai engineer #artificial intelligence #ai #engineer

Murray  Beatty

Murray Beatty


This Week in AI | Rubik's Code

Every week we bring to you the best AI research papers, articles and videos that we have found interesting, cool or simply weird that week.

#ai #this week in ai #ai application #ai news #artificaial inteligance #artificial intelligence #artificial neural networks #deep learning #machine learning #this week in ai

This Week in AI - Issue #22 | Rubik's Code

Every week we bring to you the best AI research papers, articles and videos that we have found interesting, cool or simply weird that week.Have fun!

Research Papers


#ai #this week in ai #ai application #ai news #artificaial inteligance #artificial intelligence #artificial neural networks #deep learning #machine learning #this week in ai