ai finance Archives - CFTE https://blog.cfte.education/tag/ai-finance/ Blog Thu, 16 Dec 2021 14:36:50 +0000 en-GB hourly 1 https://wordpress.org/?v=6.3.8 https://blog.cfte.education/wp-content/uploads/2020/11/cropped-cfte-logo-box-1-32x32.png ai finance Archives - CFTE https://blog.cfte.education/tag/ai-finance/ 32 32 CFTE Launches AI in Finance in Paris https://blog.cfte.education/cfte-launches-aif-in-paris/?utm_source=rss&utm_medium=rss&utm_campaign=cfte-launches-aif-in-paris Thu, 05 Jul 2018 17:58:14 +0000 https://www.cfte.education/?p=5233 [fusion_builder_container admin_label=”Desktop” hundred_percent=”yes” hundred_percent_height=”no” hundred_percent_height_scroll=”no” hundred_percent_height_center_content=”yes” equal_height_columns=”no” menu_anchor=”” hide_on_mobile=”medium-visibility,large-visibility” class=”” id=”” background_color=”” background_image=”” background_position=”center center” background_repeat=”no-repeat” fade=”no” background_parallax=”none” enable_mobile=”no” parallax_speed=”0.3″ … Read More "CFTE Launches AI in Finance in Paris"

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CFTE Launches AIF in Paris

Fresh from the Singapore and London launches of AI in Finance (AIF), CFTE will be in Paris next week for the launch of the programme in France that will take place on Thursday 12th July on the second day of the 2018 Paris Europlace International Financial Forum, one of the largest C-level financial services events in Europe.
Governments across the globe are investing more and more into AI as a means to drive economic growth and the launch of AI in Finance into France comes at a time when the French government has announced a number of initiatives to develop the AI industry in France, with French president Emmanuel Macron committing over $1.5 billion to support its development.
In order for France to achieve these ambitions, a number of areas will require investment and education will be one of them. Thus, it was in light of France’s push towards becoming an AI leader that CFTE signed a milestone partnership with Finance Innovation – the French government-backed innovation Cluster for the financial industry – earlier this year with the goal of providing corporates and individuals access to expert training programs to help them prepare for an AI future.
For the AIF France launch, CFTE and Finance Innovation will host two-panel discussions with our co-founders Tram Anh Nguyen and Huy Nguyen Trieu.
In the first panel, “Training professionals for Finance 2.0: the Singapore experience”, Tram Anh will speak with Joelle Durieux, CEO of Finance Innovation, to discuss how to deliver education at scale by delving deeper into the steps Singapore’s financial sector is taking to prepare their workforce for a digital future. The discussion is particularly relevant given the heavy involvement of Singapore in developing the course. For one, the course was developed in partnership with Ngee Ann Polytechnic, an institute of higher learning in Singapore that’s taking a progressive attitude to training it’s students. Secondly, the course has two Singaporean banks as anchor sponsors of AIF who have committed to implementing advanced training programs to upskill their employees in digital skills
For the second panel, “How is AI really implemented in finance”, Huy will be joined in fireside chat with 2 CFTE boardmembers and Around Fintech in 8 Hours lecturers, Janos Barberis (Founder of SuperCharger) and Ronit Ghose (Global Head of Banks Research, Citi) plus Senior Lecturer on AI in Finance, Philip Watson, who delivers the second chapter on the course, “AI Technologies”. The panel discussion will dive deeper into how AI is being applied in financial services today as well as what the future holds for the industry from an AI perspective. 

Agenda

Paris Launch of “Artificial Intelligence in Finance”, the largest online course about the applications of AI in finance.

  • 3:00 pm: Introductory remarks by Joelle Durieux, CEO of Finance Innovation
  • 3:05 pm: Presentation of “AI in Finance” by Huy Nguyen Trieu, co-founder of CFTE
  • 3:15 pm: Training professionals for Finance 2.0: the Singapore experience: Joelle Durieux in discussion with Tram Anh Nguyen (co-founder of CFTE)
  • 3:40 pm: How is AI really implemented in finance. Fireside chat between Philip Watson (Global Head of Innovation, Citi Private Bank), Janos Barberis (CEO of the Asian SuperCharger) and Ronit Ghose (Global Head of Bank Research, Citi).
  • 4:30 pm: End

About AI in Finance

London-based Centre for Finance, Technology and Entrepreneurship (CFTE) and Singapore’s Ngee Ann Polytechnic (NP) have jointly launched the first industry-led AI in Finance (AIF) online course. Over 20 finance and technology thought leaders and insiders have come together to share key fundamentals and real-life case studies on how AI is reshaping the finance industry worldwide. The accredited course updates finance professionals and technologists on the AI revolution and creates an online community of learners and experts in AI to connect and network for future collaborations. For more information on the course, please visit cfte.education/aifinance 
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CFTE Launches AIF in Paris

Fresh from the Singapore and London launches of AI in Finance (AIF), CFTE will be in Paris next week for the launch of the programme in France that will take place on Thursday 12th July on the second day of the 2018 Paris Europlace International Financial Forum, one of the largest C-level financial services events in Europe.
Governments across the globe are investing more and more into AI as a means to drive economic growth and the launch of AI in Finance into France comes at a time when the French government has announced a number of initiatives to develop the AI industry in France, with French president Emmanuel Macron committing over $1.5 billion to support its development.
In order for France to achieve these ambitions, a number of areas will require investment and education will be one of them. Thus, it was in light of France’s push towards becoming an AI leader that CFTE signed a milestone partnership with Finance Innovation – the French government-backed innovation Cluster for the financial industry – earlier this year with the goal of providing corporates and individuals access to expert training programs to help them prepare for an AI future.
For the AIF France launch, CFTE and Finance Innovation will host two-panel discussions with our co-founders Tram Anh Nguyen and Huy Nguyen Trieu.
In the first panel, “Training professionals for Finance 2.0: the Singapore experience”, Tram Anh will speak with Joelle Durieux, CEO of Finance Innovation, to discuss how to deliver education at scale by delving deeper into the steps Singapore’s financial sector is taking to prepare their workforce for a digital future. The discussion is particularly relevant given the heavy involvement of Singapore in developing the course. For one, the course was developed in partnership with Ngee Ann Polytechnic, an institute of higher learning in Singapore that’s taking a progressive attitude to training it’s students. Secondly, the course has two Singaporean banks as anchor sponsors of AIF who have committed to implementing advanced training programs to upskill their employees in digital skills
For the second panel, “How is AI really implemented in finance”, Huy will be joined in fireside chat with 2 CFTE boardmembers and Around Fintech in 8 Hours lecturers, Janos Barberis (Founder of SuperCharger) and Ronit Ghose (Global Head of Banks Research, Citi) plus Senior Lecturer on AI in Finance, Philip Watson, who delivers the second chapter on the course, “AI Technologies”. The panel discussion will dive deeper into how AI is being applied in financial services today as well as what the future holds for the industry from an AI perspective. 

Agenda

Paris Launch of “Artificial Intelligence in Finance”, the largest online course about the applications of AI in finance.

  • 3:00 pm: Introductory remarks by Joelle Durieux, CEO of Finance Innovation
  • 3:05 pm: Presentation of “AI in Finance” by Huy Nguyen Trieu, co-founder of CFTE
  • 3:15 pm: Training professionals for Finance 2.0: the Singapore experience: Joelle Durieux in discussion with Tram Anh Nguyen (co-founder of CFTE)
  • 3:40 pm: How is AI really implemented in finance. Fireside chat between Philip Watson (Global Head of Innovation, Citi Private Bank), Janos Barberis (CEO of the Asian SuperCharger) and Ronit Ghose (Global Head of Bank Research, Citi).
  • 4:30 pm: End

About AI in Finance

London-based Centre for Finance, Technology and Entrepreneurship (CFTE) and Singapore’s Ngee Ann Polytechnic (NP) have jointly launched the first industry-led AI in Finance (AIF) online course. Over 20 finance and technology thought leaders and insiders have come together to share key fundamentals and real-life case studies on how AI is reshaping the finance industry worldwide. The accredited course updates finance professionals and technologists on the AI revolution and creates an online community of learners and experts in AI to connect and network for future collaborations. For more information on the course, please visit cfte.education/aifinance 
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]]> 10 things you need to know about AI in Finance https://blog.cfte.education/10-things-you-need-to-know-about-ai-in-finance/?utm_source=rss&utm_medium=rss&utm_campaign=10-things-you-need-to-know-about-ai-in-finance https://blog.cfte.education/10-things-you-need-to-know-about-ai-in-finance/#respond Fri, 18 May 2018 18:10:47 +0000 https://www.cfte.education/?p=4758 [fusion_builder_container hundred_percent=”no” equal_height_columns=”no” menu_anchor=”” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” class=”” id=”” background_color=”” background_image=”” background_position=”center center” background_repeat=”no-repeat” fade=”no” background_parallax=”none” parallax_speed=”0.3″ video_mp4=”” video_webm=”” video_ogv=”” video_url=”” video_aspect_ratio=”16:9″ … Read More "10 things you need to know about AI in Finance"

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10 things you need to know about AI in Finance

There’s just over a month to go before the release of AI in Finance, the first of its kind course designed to explore the applications of artificial intelligence in finance and as we were sharing the story of the course to CFTE’s community, some very interesting questions came out.

We decided to turn the exchange we had with one of CFTE alumni, Tamas Haiman, into a Q&A piece that can benefit to all potential applicants.

Tamas lives in L.A. and is an Angel Investor as well as an entrepreneur in Fintech. Before moving into FinTech, Tamas has spent over 20 years in various bulge bracket banks as a Structured Derivatives Originator. Most recently, Tamas was Head of Global Markets at Sberbank Switzerland A.G.

He’s an early member of CFTE who participated to one of our first Masterclasses in London. Having completed his Fintech foundation course “Around Fintech in 8 hours”, he is now keen to take AI in Finance and is thinking about sponsoring the course for his team.

Below you’ll find all 10 questions from Tamas on AI in Finance and our response. If you want to learn more about the course you can download the prospectus here and if you have your own enquiry about the programme you can reach out to our admissions advisors by email here or on our chatbox on the right side of your screen.

As we are all busy I would like to know how long does the course take to complete? How many people contributed and how long are the lectures by each of them?

Great plan to start. Completing the course takes around 12 hours. The course is structured in 18 modules of 30 to 45 minutes, and we think most people would take around 2 to 3 months to finish.

Can I complete the course over a few weeks or months or do I need to do it in one shot?

Participants can take the course at their own pace — either in one go or over a period of several weeks or months. So nothing prevents you from finishing in one whole week-end! The course is available for 6 months from the start date.

What would be the most unexpected thing I will learn from this course?

Well the course follows a similar format to Around Fintech in 8 Hours. That means we’ve brought together a diverse range of lecturers and speakers who have very different backgrounds, so there will be lots of interesting insights. They’ll share their story, provide real life example of AI in action and similarly to AFI8H, they’ll be sharing a ton of advice. For example, companies in AI they find interesting or pieces of advice for professionals seeking to enter AI focused roles. In short, there will be a absolute bounty of information and it will be interesting to different people for different reasons.

There is a lot of talk about AI these days, but it was similar at various times over the last 50 years, when we thought robots would take over the world, but they did not so far… , is this time different?

Yes. The world is fundamentally a different place. 50 years ago there was no Amazon, Facebook, or Google. These are companies that have pioneered AI tech and form part of a larger cohort of companies that have built today’s digital infrastructure which means AI for the first time has real applications beyond the research lab. And of course, access to key ingredients which were holding back AI previously are now available. For example faster computing power and access to huge data sets allow machine learning algorithms to perform tasks previously thought unimaginable.

If you’re not clear on this then don’t worry, we dive deep into it on the course !!

Can I be confident CFTE is bringing me the most up to date information with real industry insight? Is the latest development not hidden top secret in Silicon Valley and at the IT department of the big banks?

For industry professionals by industry professionals. It’s a tagline we’re proud but also one with a deeper meaning which answers your question. Fact is, access to AI resources specific to finance is a big barrier for the large majority of professionals working in the industry which is exactly why we’ve gone to great to bring together a group of AI experts who can fill the knowledge gap.

But you’re right that a lot of information about AI is hard to find, which is why we’ve spent months to design the curriculum and find the right people to share their knowledge. We have top people from Silicon Valley and from IT department of big banks teaching on the course!

People like me, finance professionals with a long career in banking, can we still be part of the AI ecosystem? If yes, does your course provide guidance on that?

Most definitely yes! And this is our mission at CFTE: when we’re talking about training the next generation of finance professional, we are not only talking about Millenials! The future of finance will depend on the current guard playing an active role.

Senior bankers have an in depth understanding of the industry and our training programmes are set to help them understand the new paradigm and develop the skills to adapt to a tech-driven world. This is actually a question we asked our Contributing Experts, and they all replied that it’s a huge opportunity for finance professionals to adapt their skills and that AI combined with their business skills was a very powerful combination.

Would it make sense for the whole of my team to go through the course or should I limit the training to team leaders and desk heads?

This is a great question. In general, we think everybody — whether they are an analyst of Managing Director — should take the course to understand how AI is impacting finance and their jobs. We’ve had whole departments taking our online courses before, and the feedback was extremely positive, whether people were junior or senior. The online course is just the beginning however, and deeper trainings can be decided at more targeted levels.

Also, with my ex Board Member hat on, if we made our teams go through this online course, should we also allocate a budget for development of ideas that will hopefully come out of it? If, yes, would you have any recommendation of the kind of budget we would need to put aside?

Definitely! Learning Fintech, adapting to the new world of Finance is a journey. AI in Finance, as well as Around Fintech in 8 hours are foundational programmes to bring awareness and knowledge at scale. From this foundations, organisations should onboard their employees in different learning tracks. At CFTE we are developing a series of services for leading institutions to upskill their collaborators and we’re big in “Learning by doing”. With the right framework and guidance, development of ideas can have a big impact on the organisation’s development.

Lastly, do 2nd tier banks have a chance at the AI game or is it winner takes it all for the bulge bracket firms / FinTech disruptors?

It’s important to remember that AI in Finance is not a zero sum game. We believe that AI in Finance signals an evolution of banking and as such everyone has the opportunity to integrate AI in to their business processes to yield the benefits.

We know it’s a cliche, but in a world of AI, that’s not the biggest but those that will adapt the fastest that will gain…

And Nicolas, one more question, am I actually exchanging emails with you or is it already a ChatBot powered by AI on the other side?

Haha, as I hinted above, we are super customer orientated, so our 1 to 1 chat service on the website is actually operated by every member of the CFTE team -real humans, not robots! So if you have any questions, feel free to head over to our website and ask us anything on our courses, whether it’s on AI in Finance or Around Fintech in 8 Hours, we’re happy to help!

To learn more about the course visit the course webpage here: https://www.cfte.education/aifinance/

About AI in Finance

Centre for Finance, Technology and Entrepreneurship (CFTE) and Ngee Ann Polytechnic (NP) will jointly launch the first industry-led AI in Finance (AIF) online course on June 24, 2018. Over 20 finance and technology thought leaders and insiders will come together to share key fundamentals and real-life case studies on how AI is reshaping the finance industry worldwide. The accredited course updates finance professionals and technologists on the AI revolution and creates an online community of learners and experts in AI to connect and network for future collaborations.

About CFTE

CFTE is an education platform supported by senior leaders from the largest institutions, startups and universities. It addresses the needs of professionals in finance and technologists to up-skill in a rapidly changing industry being transformed by emerging technologies. http://www.cfte.education

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