Search a title or topic

Over 20 million podcasts, powered by 

Player FM logo
show episodes
 
Artwork

1
Learning Machines 101

Richard M. Golden, Ph.D., M.S.E.E., B.S.E.E.

icon
Unsubscribe
icon
Unsubscribe
Monthly
 
Smart machines based upon the principles of artificial intelligence and machine learning are now prevalent in our everyday life. For example, artificially intelligent systems recognize our voices, sort our pictures, make purchasing suggestions, and can automatically fly planes and drive cars. In this podcast series, we examine such questions such as: How do these devices work? Where do they come from? And how can we make them even smarter and more human-like? These are the questions that wil ...
  continue reading
 
Artwork

1
Janis Underwood

Transformation Talk Radio

icon
Unsubscribe
icon
Unsubscribe
Monthly
 
WEEKLY SHOW!! Mondays at 9am pacific / 12pm eastern The Janis Underwood Show - Unleashing the Creator Within...For Real! Each week Janis will delve into her Life Creator System, empowering listeners to create life experiences that promote self growth and give them the keys to a more healthy way of relating...all in the name of creating a kinder, more loving world. In this hit show you will learn about relationships, energetics, NLP, mind and body communication, perception, intuition and much ...
  continue reading
 
Loading …
show series
 
This 86th episode of Learning Machines 101 discusses the problem of assigning probabilities to a possibly infinite set of outcomes in a space-time continuum which characterizes our physical world. Such a set is called an “environmental event”. The machine learning algorithm uses information about the frequency of environmental events to support lea…
  continue reading
 
This 85th episode of Learning Machines 101 discusses formal convergence guarantees for a broad class of machine learning algorithms designed to minimize smooth non-convex objective functions using batch learning methods. In particular, a broad class of unsupervised, supervised, and reinforcement machine learning algorithms which iteratively update …
  continue reading
 
In this episode of Learning Machines 101, we review Chapter 6 of my book “Statistical Machine Learning” which introduces methods for analyzing the behavior of machine inference algorithms and machine learning algorithms as dynamical systems. We show that when dynamical systems can be viewed as special types of optimization algorithms, the behavior …
  continue reading
 
This particular podcast covers the material from Chapter 5 of my new book “Statistical Machine Learning: A unified framework” which is now available! The book chapter shows how matrix calculus is very useful for the analysis and design of both linear and nonlinear learning machines with lots of examples. We discuss how to use the matrix chain rule …
  continue reading
 
The main focus of this particular episode covers the material in Chapter 4 of my new forthcoming book titled “Statistical Machine Learning: A unified framework.” Chapter 4 is titled “Linear Algebra for Machine Learning. Many important and widely used machine learning algorithms may be interpreted as linear machines and this chapter shows how to use…
  continue reading
 
This particular podcast covers the material in Chapter 3 of my new book “Statistical Machine Learning: A unified framework” with expected publication date May 2020. In this episode we discuss Chapter 3 of my new book which discusses how to formally define machine learning algorithms. Briefly, a learning machine is viewed as a dynamical system that …
  continue reading
 
This particular podcast covers the material in Chapter 2 of my new book “Statistical Machine Learning: A unified framework” with expected publication date May 2020. In this episode we discuss Chapter 2 of my new book, which discusses how to represent knowledge using set theory notation. Chapter 2 is titled “Set Theory for Concept Modeling”.…
  continue reading
 
This particular podcast covers the material in Chapter 1 of my new (unpublished) book “Statistical Machine Learning: A unified framework”. In this episode we discuss Chapter 1 of my new book, which shows how supervised, unsupervised, and reinforcement learning algorithms can be viewed as special cases of a general empirical risk minimization framew…
  continue reading
 
This particular podcast (Episode 78 of Learning Machines 101) is the initial episode in a new special series of episodes designed to provide commentary on a new book that I am in the process of writing. In this episode we discuss books, software, courses, and podcasts designed to help you become a machine learning expert! For more information, chec…
  continue reading
 
In this 77th episode of www.learningmachines101.com , we explain the proper semantic interpretation of the Bayesian Information Criterion (BIC) and emphasize how this semantic interpretation is fundamentally different from AIC (Akaike Information Criterion) model selection methods. Briefly, BIC is used to estimate the probability of the training da…
  continue reading
 
In this episode, we explain the proper semantic interpretation of the Akaike Information Criterion (AIC) and the Generalized Akaike Information Criterion (GAIC) for the purpose of picking the best model for a given set of training data. The precise semantic interpretation of these model selection criteria is provided, explicit assumptions are provi…
  continue reading
 
In this episode, we explore the question of what can computers do as well as what computers can’t do using the Turing Machine argument. Specifically, we discuss the computational limits of computers and raise the question of whether such limits pertain to biological brains and other non-standard computing machines. This episode is dedicated to the …
  continue reading
 
In this episode we will learn how to use “rules” to represent knowledge. We discuss how this works in practice and we explain how these ideas are implemented in a special architecture called the production system. The challenges of representing knowledge using rules are also discussed. Specifically, these challenges include: issues of feature repre…
  continue reading
 
Wow! What an amazing gift this show has been. Today we are looking back on this incredible 6 month journey. We'll be exploring what was, what wasn't, and the timeless nature of creativity. Janis and her guest, Krista Kilbane, will share their insights and stories about navigating through the unexpected twists and turns of the self growth journey. G…
  continue reading
 
How come I still feel bad even though Ive done a lot of work? Youve been to healers, therapists, psychics, shamans but still feel there is something missing in your life. It's simple. It's time to step into the Divine you. Our guest today, healer and psychotherapist, Krista Kilbane, understands your journey and how hard it can be to align with the …
  continue reading
 
The experience of traumatic memory can often include descriptions of symptoms that mimic what mainstream psychology calls schizophrenia or psychosis. People with these experiences often describe the ability to see and interact with ghosts and visually animated images. They experience psychic abilities like pre-cognition, telepathy, feeling energy, …
  continue reading
 
Change happens, but what happens to your creative nature when loss strikes? What's normal? What's not? Today we have resiliency, change and loss coach Teresa Bitner on the show to answer these questions. Teresa is the author of the new book Soul Love: How a Dog Taught Me to Breathe Again.This book is a must read journey through loss and healing. Te…
  continue reading
 
In this episode, Janis will share stories about an important part of her session work, the honoring of a soul's incarnation. Over the years, she has been called to honor and share gratitude for her clients' lives during many healing sessions. In addition to sharing some of her most profound experiences, she'll walk you through deep moments of rever…
  continue reading
 
Join Peter and Beth Bostwick as they share their journey from corporate burnouts to successful entrepreneurs who nearly went bankrupt before finding the power of their thoughts, beliefs, and feelings. After decades of suffering from depression and being victims, they realized they could choose and their choices changed everything.…
  continue reading
 
This is a remix of the original second episode Learning Machines 101 which describes in a little more detail how the computer program that Arthur Samuel developed in 1959 learned to play checkers by itself without human intervention using a mixture of classical artificial intelligence search methods and artificial neural network learning algorithms…
  continue reading
 
This show is the first show focused on the Creator Body area of the Life Creator System. How your physical body feels and performs on a daily basis is keyto creating the life you want. But what if your job is stressful? What if you are feeling burned out from helping people, (often called empath fatigue)? There is hope. Best-selling author, Adam Ti…
  continue reading
 
Join Peter and Beth Bostwick as they share their journey from corporate burnouts to successful entrepreneurs who nearly went bankrupt before finding the power of their thoughts, beliefs, and feelings. After decades of suffering from depression and being victims, they realized they could choose and their choices changed everything.…
  continue reading
 
Sometimes we make a significant change and find ourselves feeling alone. Has this happened to you? Instead of riding in afull elevator, surrounded by lots of people, youfind yourself standing all alone inan empty elevator. Where did all the people go? In this episode we'll be discussingthings you can do to feel less alone and share ways you can emp…
  continue reading
 
This podcast is basically a remix of the first and second episodes of Learning Machines 101 and is intended to serve as the new introduction to the Learning Machines 101 podcast series. The search for common organizing principles which could support the foundations of machine learning and artificial intelligence is discussed and the concept of the …
  continue reading
 
In this final show of the three part series, John and I will go through reviews. We'll feature some easy ways to prune your list of to dos and let go of projects that no longer serve you. This series was built for you because you are important and can accomplish the projects you want. Enjoy! To download the handouts for this series: www.realliferea…
  continue reading
 
I am so happy to have oneof America's Top Corporate Intuitives, Beth McDonald. It's going to be a great time! Beth always has something new to share that is not only uplifting butdoable.During our time together, we'll be discussing howthetrials and triumphs of our every-changing worldbeckonus to move forward and how followingthe call requires us to…
  continue reading
 
I am so happy to have Krista Kilbane join us again. Krista and I will be exploring more of her 3 step process, Divine Alignment, and a new paradigm for ADD/ADHD. Krista is masterful at helping her clients identify and shift the limiting beliefs that keep them locked in their story. It is time to step into the truth of who you are! Let's do it!…
  continue reading
 
My co-host, John Underwood, is back to help you identify and get rid of those pesky energy leaks. Don't let stress, overwhelm and confusion steal from your creativity. In this episode, John and I will continue taking you through the process from David Allen's Getting Things Done. Today's show will teach you how to closeopen energy loops, prune "to …
  continue reading
 
In this podcast, we provide some insights into the complexity of common sense. First, we discuss the importance of building common sense into learning machines. Second, we discuss how first-order logic can be used to represent common sense knowledge. Third, we describe a large database of common sense knowledge where the knowledge is represented us…
  continue reading
 
The journey to awakening is ever evolving. What happens to us along the way is a series of unique experiences. For Toni Greene, her path to becoming a world renowned psychic medium, author, and radio/TV show host included traditional jobs and three near death experiences. How did Toni get on the path of healing? What wisdom dothe light beings and a…
  continue reading
 
Feeling stressed? Are you tired of working hard but can't stop? The battle between productivity and relaxation is difficult to win when life is busy. When the "to do" list becomes too much, energy leaks such as stress and overwhelm move in. These energy leaks can rob you of your vitality and creativity. Don't fear, though, Janis and her guest, John…
  continue reading
 
Author and talk show host Frankie Picasso is here to help you navigate through the process of letting your true self emerge. Have you felt tugged or maybe even nudged by the Universe to make significant changes in your life but dont know how far to go? Does your current mindset support the changes you want to make, or are you still wrestling with s…
  continue reading
 
This 70th episode of Learning Machines 101 we discuss how to identify facial emotion expressions in images using an advanced clustering technique called Stochastic Neighborhood Embedding. We discuss the concept of recognizing facial emotions in images including applications to problems such as: improving online communication quality, identifying su…
  continue reading
 
Are you at the end of a spiritual growth cycle but don't knowwhat's next? Is your newfound clarity taking you in a new direction? This episode is dedicated to listeners who know how to bravely move through spritual growth cycles, all the way to the end. For those of you who meditate, you may find these endings can be hard as they ask you to take a …
  continue reading
 
How come I still feel bad even though Ive done a lot of work? Youve been to healers, therapists, psychics, shamans but still feel there is something missing in your life. It's simple. It's time to step into the Divine you. Our guest today, healer and psychotherapist, Krista Kilbane, understands your journey and how hard it can be to align with the …
  continue reading
 
This show is the first show focused on the Creator Body area of the Life Creator System. How your physical body feels and performs on a daily basis is keyto creating the life you want. But what if your job is stressful? What if you are feeling burned out from helping people, (often called empath fatigue)? There is hope. Best-selling author, Adam Ti…
  continue reading
 
This show is designed to help you understand your multi-dimensional self so you can create the most beneficial experiences for yourself with others in 2018. Join Janis as she shares the unexpected experiences that led to her understanding of the energetic nature of the soul and the importance of using relationship energetics in life, (that we natur…
  continue reading
 
I love teaching from the Life Creator System because I love seeing inspiration take physical form. Today I want to dive into what it reallly takes to work with inspiration and I can't think of anyone better to talk about it with than Dr. Pat Baccili of the Dr. Pat Show. I have been amazed at the magnitude of her gifts, she truly has an unconscious …
  continue reading
 
Have you ever unknowingly shifted your perception so much that you couldnt help but let go...of everything you held dear? This episode is an important story about letting go and moving past ones current reality. It is not always easy to let go, but what 2012 taught me was that faith and trust in myself is instrumental to living my spiritual life ou…
  continue reading
 
Can you believe the end of 2017 is almost here? In the spirit of giving, I'm gifting you one of the best attended presentations I did as an NLP practitioner.Once the holiday season is over, you may find yourself wondering, "What's Next?"As another year rolls in, it naturally generates feelings of hope within us and the new year seems to challenge u…
  continue reading
 
I often mentionmy experiences with death and dying and how they've shaped my understanding ofmind-body communication and relationshipenergetics. Today we're going to take a deeper dive into this topic with Susan Christensen. Susan is one of the most powerful energy healers I know andSpirit says we have a story to share with you. Susanserves healers…
  continue reading
 
This 69th episode of Learning Machines 101 provides a short overview of the 2017 Neural Information Processing Systems conference with a focus on the development of methods for teaching learning machines rather than simply training them on examples. In addition, a book review of the book “Deep Learning” is provided. #nips2017…
  continue reading
 
I am so happy to have oneof America's Top Corporate Intuitives, Beth McDonald. It's going to be a great time! Beth always has something new to share that is not only uplifting butdoable.During our time together, we'll be discussing howthetrials and triumphs of our every-changing worldbeckonus to move forward and how followingthe call requires us to…
  continue reading
 
There is a shift happening in the world, do you feel it? Join Janis as she shares courageous stories about people who just can't help but create change around them. She'll also introduce you to the Life Creator System and the techniques she's used to help spiritually minded people overcome difficulties and implement meaningful, impactful projects i…
  continue reading
 
There comes a point in your spiritual journey when it is necessary to hop back into life and create from the spiritual self. These days people are saying, Im awake, I want to serve but how can I really make a difference in the world? You can make a difference! You do it by exercising your spiritual muscles and leveraging your creator mindset.…
  continue reading
 
This 68th episode of Learning Machines 101 discusses a broad class of unsupervised, supervised, and reinforcement machine learning algorithms which iteratively update their parameter vector by adding a perturbation based upon all of the training data. This process is repeated, making a perturbation of the parameter vector based upon all of the trai…
  continue reading
 
In this episode we discuss how to learn to solve constraint satisfaction inference problems. The goal of the inference process is to infer the most probable values for unobservable variables. These constraints, however, can be learned from experience. Specifically, the important machine learning method for handling unobservable components of the da…
  continue reading
 
Loading …
Listen to this show while you explore
Play