Blog

Answers From The Instructor: Mathematics for Machine Learning

February 1st, 2023 | Community

Luis is a lifelong mathematician and a machine learning scientist by trade. He has taught courses on probability at Université du Québec à Montréal and the University of Michigan, built algorithms for Google, taught AI at Apple, and currently works on language models for Cohere. His YouTube channel, Serrano Academy, is known for its approachable, bite-sized explanations of a variety of math and machine learning topics. And somewhere amid all of that, he found time to write a book: Grokking Machine Learning. 

Read More

Working AI: How I-Chiao Lin Went From App Developer to AI Engineer

January 18th, 2023 | Working AI

My main responsibility at HTC is developing machine learning features for our virtual reality devices, such as eye tracking. My day-to-day work consists of researching the latest AI technologies and algorithms required to develop new functions and testing those functions on hardware. My team and I work collaboratively, brainstorming to come up with ideas and test them. In the early proposal stage, we put forward plans for target customer groups and adjust our model by considering product specifications.

Read More

2022 Pie & AI Ambassador Spotlight: David Quintanilla

October 18th, 2022 | Ambassador Spotlight

I joined the DeepLearning AI Community because here in El Salvador, there were not many communities that talked about this topic, nor is it taught in our universities. I saw that DeepLearning.AI could help me to spread knowledge and connect with people interested in this field. 

Read More

2022 Pie & AI Ambassador Spotlight: Suang Lim

October 17th, 2022 | Ambassador Spotlight

I felt that DeepLearning.AI is a great platform to share the work of Singapore's AI researchers and students and also to help them connect with the wider global community. Furthermore, with new exciting developments happening almost on a daily basis in the field of AI and Data Science, the DeepLearning.AI community offers a convenient and effective channel for us to learn from each other.

Read More

2022 Pie & AI Ambassador Spotlight: Arushi Bagchi

October 10th, 2022 | Ambassador Spotlight

I realized how deeply ingrained AI is in our everyday lives. Most people may not be aware of that, hence I wanted to bring that awareness and knowledge to them. By becoming an event ambassador, I am able to help spread AI awareness to others, as well as continue to learn from the AI experts who I host for the panel discussions. It amazes me how much people in the larger community are hungry to learn and how much appetite for AI there is out there.

Read More

2022 Pie & AI Ambassador Spotlight: Patrick Fleith

October 10th, 2022 | Ambassador Spotlight

I am a Data Scientist specializing in Space Systems Engineering. Part of my work is done at the European Space Agency. My job is to make space design and operations better with machine learning. For instance, developing anomaly detection systems to alert spacecraft operators about an abnormal satellite behavior. I also work on forecasting models, such as to predict the onboard power consumption, the temperatures of different equipment on the satellite, or to predict the remaining useful life of components. Other applications relate to natural language processing (NLP), such as question answering systems to help space systems engineers or flight control teams to gain quicker access to reliable technical information.

Read More

2022 Pie & AI Ambassador Spotlight: Nelson Hernández

October 3rd, 2022 | Ambassador Spotlight

I first attended a Pie & AI event organized by David Quintanilla, an AI ambassador here in San Salvador, and he explained what Deeplearning.AI and Pie & AI are. I liked the idea of becoming an ambassador because I'm a content creator and the role would help me improve the quality of my content. I was also interested because it would help me meet more people around the globe who are passionate about software development.

Read More

2022 Pie & AI Ambassador Spotlight: Angelica Chowdhury

October 3rd, 2022 | Ambassador Spotlight

I wanted the Oceania region to be abreast of the latest developments from DeepLearning.AI and make AI knowledge available and easily accessible for the event attendees. Being geographically quite far away from the rest of the world, sometimes it becomes a challenge to keep up to date with the latest developments in AI. I wanted to play a small part in it by connecting AI enthusiasts and specialists from Oceania to the rest of the world.

Read More

2022 Pie & AI Ambassador Spotlight: Jean de Dieu Nyandwi

September 28th, 2022 | Ambassador Spotlight

Joining the DeepLearning.AI Ambassador community was one of the best things I did in the early days of my AI learning journey. The events I hosted made a big impact not only on me, but on other people as well. I sometimes meet people who tell me that events I hosted helped them to make a career in AI. The other day on campus, I met someone who told me that he chose to major in machine learning after watching the event I hosted with Santiago Valdarrama. 

Read More

2022 Pie & AI Ambassador Spotlight: Adam Hulman

September 26th, 2022 | Ambassador Spotlight

I have always been active in organizing research seminars and events in my local setting, but I wanted to extend these activities to a global audience to achieve more diversity. Pie & AI events in a hybrid setting (local + virtual) seemed like the perfect way to do so.

Read More

2022 Pie & AI Ambassador Spotlight: Rodrigo Beceiro

September 22nd, 2022 | Ambassador Spotlight

I am the CTO and co-founder of Marvik, a software development firm specialized in machine learning. We help companies identify opportunities to leverage their data. I love the challenge of solving problems that no one else has solved before.

Read More
pie-ai-ambassador-deepak

2022 Pie & AI Ambassador Spotlight: Deepak Sai Pendyala

September 21st, 2022 | Ambassador Spotlight

Pie & AI reaches underserved communities and highlights the importance of data science, artificial intelligence, and machine learning. As an undergrad, I'm always enthusiastic about learning and exploring various technologies. AI and its capabilities caught my eyes right away. As an IoT student ambassador for my college campus, I always aim to connect AI and IoT, making something new out of it. As the event ambassador of DeepLearning.AI, I get the opportunity to network with people from AI and ML backgrounds. I was fortunate to come across the ambassador opportunity and was glad to start organizing events.

Read More
Eddy Shyu, Andrew Ng, and Aarti Bagul, who were part of the core team behind the new Machine Learning Specialization from DeepLearning.AI.

Andrew Ng on How His Updated Machine Learning Specialization Can Help You Break Into AI

August 2nd, 2022 | Community

In the mid-2000s, AI was still just a curiosity to the world at large. At Stanford University, however, one of the most popular classes on campus was Andrew Ng’s CS229 machine learning course. Enrollment was frequently too large to fit in the classroom, yet he wanted even more people to be able to master machine learning. So, working with a few students, he created an online Machine Learning course that could be taken by anyone with an internet connection and a desire to learn. The rest is history. Coursera launched in 2012 with Machine Learning as its flagship title. It was also the platform’s most popular, with almost 5 million enrollments. This year, to celebrate the course’s 10 year anniversary, DeepLearning.AI and Stanford Online released a successor — the Machine Learning Specialization. Andrew spoke with us about how the new Specialization improves on the original, who should take it, and how it fits into the modern AI builder’s career arc.

Read More

Working AI: How an Accomplished Data Scientist Found Job Satisfaction

July 14th, 2022 | Community

Kulsoom Abdullah pivoted from network security into a data science role after taking Andrew Ng’s original Introduction to Machine Learning course from Stanford in 2013. A self-described learning addict, she has taken more than 10 online courses, most recently the Deep Learning Specialization. Outside of work, she’s a fitness fanatic, and was the first competitive weightlifter to compete professionally for Pakistan — after winning a fight to change the dress code to allow religious head coverings. On top of all that, she’s a travel

Read More
Lorenzo Ostano is a machine learning engineer based in Milan, Italy.

Breaking Into AI: How a Machine Learning Engineer Turns Ideas Into Products

June 17th, 2022 | Breaking Into AI

Lorenzo Ostano first encountered machine learning and data science as a business analyst shortly after graduating from college. He dove into learning, and soon landed work as a machine learning engineer. After working several years for a variety of consulting companies, he recently took a job as a software engineer. He spoke to us about why he believes traditional computing skills are important to deploying enterprise machine learning applications.

Read More