Hey guys, in this episode I talk about how AI algorithms are trained using supervised and self-supervised learning, how text tokenization works, how ChatGPT was trained and I also talked about document intelligence. This was a heavy technical content episode and I hope you enjoy it! Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Aug 24, 2023•21 min
Hey guys, in this episode I talk about how to better use ChatGPT. In the episode I talk about Chain of Thought, zero shot, few shot and more! Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Aug 04, 2023•12 min
Hello guys, in this episode I go through the leaked document about GPT4 explaining the different points of the architecture, training, inference and dataset. It's a very nice, curious and a bit technical episode! Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Jul 27, 2023•26 min
Hello everyone, in the brazilian version of podcast I interviewed Juliemar from Amicci and we discussed about private label products, marketplace and how to leverage OpenAI API to build their own products. They a lot of very nice applications of AI at Amicci and Juliemar talked more about them during the episode. Juliemar's Linkedin: https://www.linkedin.com/in/juliemarberri/ Amicci's website (only in Portuguese): https://amicci.com.br/ Podcast LinkedIn: https://www.linkedin.com/company/life-wit...
Jun 22, 2023•14 min
Hi guys, in this episode in the Brazilian podcast I have as guest Vinicius, CEO of MadeinWeb. In the episode we discussed about the use of AI in agriculture and the power of cloud for digital transformation. Vinicius LinkedIn: https://www.linkedin.com/in/vgallafrio/ MadeinWeb LinkedIn: https://www.linkedin.com/company/madeinweb-mobile/ Podcast LinkedIn: https://www.linkedin.com/company/life-with-ai Podcast Instagram: https://www.instagram.com/podcast.lifewithai/...
Apr 20, 2023•14 min
Hi everyone, in the portuguese version of the podcast I received as guest Rafael Lanna, CRO of Ewally, a Brazilian fintech for B2B and B2C. In the episode we discussed a lot about how to provide credit score for people that don't have historical transactions. Rafael's LinkedIn: https://www.linkedin.com/in/rafaellanna/ Ewally's website: https://www.ewally.com.br/ Podcast LinkedIn: https://www.linkedin.com/company/life-with-ai Podcast Instagram: https://www.instagram.com/podcast.lifewithai/...
Mar 30, 2023•11 min
In this episode I have Krish Ramineni, Co-Founder and CEO of Fireflies a meeting recording tool that transcribes your meeting and has search engine with AI superpowers to enable you to keep track on what was discussed. Their engine allows you to perform different tasks like summarisation, keyword search, topic search... Fireflies is launching soon Fred, their chatGPT like algorithm that will be able to answer everything you want from your meetings. During the episode we discussed a lot about Gen...
Feb 09, 2023•41 min
Hey guys, in this episode I have Eric Olson, Co-Founder and CEO of Consensus, an evidence-based search engine. In the episode of discussed a lot the technical aspects of building a search engine, going through the different steps of it, like the keyword matching, vector similarity search and also Large Language Models for Q&A. We also discussed about his entrepreneur life, going from a technical position as a data scientist to a CEO position, his new challenges and also his day-to-day work. ...
Jan 19, 2023•37 min
Hello everyone, in this episode I explain the famous algorithm ChatGPT. ChatGPT is a chatbot developed by OpenAI that is able the answer almost every question. It can be free questions, scientific question or even coding questions. ChatGPT uses GPT3 as backbone and also supervised training along with reinforcement learning using PPO algorithm. ChatGPT: https://chat.openai.com Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai...
Dec 15, 2022•22 min
Hello everyone, in this episode I explain how tokenizers work. They are basically what enables us to input the text into a NLP algorithm like BERT or GPT. In the episode I explain 3 types of tokenizers, word based, character based and sub-word based representation. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai Huuging Face blog about tokenizers: https://huggingface.co/docs/transformers/tokenizer_summary...
Dec 01, 2022•15 min
Hey guys, in this episode of the podcast I received Guillaume, COO of Waalaxy. Waalaxy is a CRM focused on prospecting any type of clients on LinkdIn, in the episode, besides explaining the product, we discussed possible use cases of AI in the product e how did they manage to grow from zero to more the 6 millions in Anual Recurrent Revenue and hire and maintain talents specially in the tech field. Link to get 2 months for free on Waalaxy: https://waal.ink/Zgh3CR Linkedin of Guillaume: https://ww...
Oct 20, 2022•46 min
Hey guys, in this episode I talk about the document intelligence algorithms that we have at Qantev, so basically what I do in my job! We have two main document intelligence algorithm, which are information extraction, where we want to retrieve some specific information from a document, and also table extraction, where we want to extract a table in a document into a CSV format. Instagram of the podcast: https://www.instagram.com/podcast.lifewithai/ Linkedin of the podcast: https://www.linkedin.co...
Oct 07, 2022•20 min
Hey guys, this is a very special episode because I received as guest the French Grand Master and actual blitz world champion Maxime Vachier-Lagrave, the famous MVL. In the episode we discuss about the use of engines in chess, about his history and of course about chess in general. This episode is super nice and I hope you all enjoy it! MVL instagram: https://www.instagram.com/mvl_chess/?hl=en MVL twitter: https://twitter.com/vachier_lagrave Instagram of the podcast: https://www.instagram.com/pod...
Aug 11, 2022•40 min
In the episode I interview Hadrie, the CTO at Qantev (company that I work!). In the episode we talked about the company, we explained some parts of our product that we use machine learning and also how is the life of a CTO. We talked about how we detect fraud, waste and abuse in health insurance claims, how we retrieve information from the unstructured data that we have and how we managed the hospitals network of an insurer. We are just finalizing a fund raising Series A round and we have a lot ...
Jul 28, 2022•40 min
In this episode I receive as guest my professor at Sorbonne, Jean-Daniel Kant. Jean's research aims to simulate complex systems like the labor market using a model-agent approach, where he models the system and agents behaviours and then analyse the results to understand the consequences of chances in a part of the system, like an introduction of a new law. Jean developed two great simulators, WorkSim and NewJobs and he explains both of them in the episode and also gives some spoilers of his new...
Jun 23, 2022•53 min
In this episode I receive as guest Slater Victoroff, CTO of Indico Data. In the episode we had a great conversation about Artificial Intelligence, we talked about unstructured data, document intelligence, multimodal learning, how humans learn and even general AI! Besides that, Slater also has experience in the Venture Capital world, so we discussed the actual VC market and also what he looks to invest in a startup. The episode is really nice, I learned a lot and really enjoyed the conversation w...
Jun 09, 2022•57 min
Hey guys, in this special episode of 1 year of the podcast a receive my best international friends to talk about our experience of living, studying and working abroad. I have as guests for this special episode Chiara and Matteo from Italy, Zahra from Iran, Santiago from Colombia and Anas from Morocco. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Jun 06, 2022•1 hr 14 min
Hey guys, in this episode I discuss if Deep Learning is for everybody. In the episode I discuss about the availability of deep learning to people to use for both text and image applications showing there diferencies and how the cloud platforms are impacting on it. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai Huuging Face: https://huggingface.co/
May 26, 2022•23 min
Hey guys, in this episode I talk about Gato, a new DeepMind algorithm that is capable of solving more than 600 completely different tasks. This algorithm is for sure a first step to achieve general artificial intelligence, because with only 1 algorithm with 1 set of parameters is able to solve tasks like play games like Atari, caption images, chat with humans (chatbot) e even control a robotic arm to move some blocks. Paper: https://arxiv.org/pdf/2205.06175.pdf DeepMind's blog post about the pap...
May 19, 2022•17 min
Hey guys, in this episode I finish a series of 3 episodes about Transformers talking about BERT, the model revolutionized the NLP field. If you want to better understand the architecture of the model and mainly how it was trained, go listen to this episode cause it is really nice! Artigo do BERT: https://arxiv.org/pdf/1810.04805.pdf Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
May 12, 2022•14 min
Hey guys, in this episode I talk about Vision Transformers, the application of Transformers for computer vision (images). In the episode I explain the Vision Transformers architecture and also the idea of applying the technique that was firstly proposed for NLP to images and also its challenges. The episode is really nice and you will understand why Transformers took so long to be applied to images and the future of the computer vision field. Vision Transformer original paper (ViT): https://arxi...
May 05, 2022•16 min
Hey guys, in this episode I finally explain the Transformers network architecture! The paper Attention is all you need proposed the Transformer network and it was groundbreaking for firstly NLP field and now for all the Deep Learning fields. In the episode I explain the attention, the self-attention and the multi-head attention mechanisms for both Transformers encoder and Decoder, and also the positional encoding. Go listen to this episode because it's probably my best technical episode! Origina...
Apr 28, 2022•16 min
Hey guys, in this episode I talk about the use of active learning for anomaly detection. In an anomaly detection scenario, most of the time we don't have a labeled dataset, so we have the help of an expert to annotate it. Using active learning we can hugely decrease the amount of the data to be annotated by the expert, making the job much more efficient. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Apr 21, 2022•13 min
Hey guys, in this episode I talk about the problem of multimodal learning, where we train a network using paired modalities of data, like image and text. With this learning strategy we achieve more robust embeddings and enable some new applications, like the Google Multisearch. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Apr 14, 2022•18 min
Hey guys, in this episode I receive as guest my professor at Sorbonne Laure Soulier. In the episode she talk a lot about Information Retrieval and NLP, which is the subject of her PhD and she current research. We discuss about conversational models (chatbots) and also explainability from Data to Text models. In a second part of the episode, I asked her a lot of questions about her PhD and some advises that could give for people that are in their PhDs and for the ones that are undecided if they w...
Apr 07, 2022•41 min
Hey guys, in this episode I talk about Data2Vec, a revolutionary algorithm that is able to learn from 3 different data modalities, audio, text and image and be better or comparable than previous state of the art methods. Also this algorithm uses a self-supervised approach, which means that it doesn’t use labels to the training. If you want to better understand it go listen to the episode! Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-wit...
Mar 31, 2022•19 min
Hello everyone, in this episode I talk about the future of AI. I talk about applications that will impact our lives in the future, like metaverse recommendation systems, autonomous vehicles, robots, medicine and much more! Metaverse episode: https://open.spotify.com/episode/54zU0UvAygPvmSmS8LHCmo?si=QuO39tOaSl-avJuifpf11w Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Mar 24, 2022•25 min
Hey guys, in this episode I have as guest Joe Scarffe, Chief Market Officer at Twine. In this episode we talk about bias an ethics in the datasets and also in the artificial intelligence algorithms. We discuss about some well known bias present in video and audio datasets like gender, age, skin color, accent and also some non trivial bias like the combination of the previous ones, the inference of the demographic attributes based on other attributes and even the existence of a qualitative bias t...
Mar 17, 2022•49 min
Hey guys, in this episode I talk about how artificial intelligence is impacting our lives directly and indirectly, how many aspects of our life are controlled by AI algorithms. In the episode I give a lot of examples, like recommendation systems in social media, voice assistants, facial recognition, medicine and much more! Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai
Mar 10, 2022•21 min
Hey guys, in this episode I talk about no code data science solution, platforms that you can create entire solutions of data science, since the data analysis and manipulation until the creation of machine learning model without writing a single line of code. In the podcast I talk about two solutions, KNIME and Dataiku, go listen to it to know their pros and cons! Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai KNIME: https://www.kn...
Mar 03, 2022•15 min
