In this video, we will cover implementation in NumPy BackwardPass 1.
<
br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and...

In this video, we will cover an introduction to better RNNs module.
<
br/>
This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A...

In this video, we will cover GRU.
<
br/>
This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we will...

In this video, we will cover practical tips.
<
br/>
This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...

In this video, we will cover Eigen Space.
<
br/>
This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning (Theory and Projects) A...

(Part 1 of 4)) That's the open question. To what extent can any diet ultimately promote lasting good health for life? And if so, is the Paleo Diet the one? The only one? Chris Kresser, "a practitioner of integrative and functional...

Liz Truss has been Prime Minister for over a month now and she’s not exactly had the most cracking start. So with the wider party in utter disarray - it seems like a pretty good time to look into who could replace Truss if the...

After replacing Kwasi Kwarteng as Chancellor, Jeremy Hunt has ditched basically every one of the policies in his mini-budget. But after another major and embarrassing u-turn from Truss, is her position as Prime Minister becoming...

Gloria Vargas demonstrates how to make chile rellenos using Anaheim peppers, which often have a nice ‘kick’ of heat.

Everyone wants to be happy. But what does that mean? How does one become happier, and is that even possible? Are we stuck at a set point of happiness from birth? Although we don't have as much control of our own happiness as we would...

Deborah Koons Garcia's exceptional, new film, Symphony of the Soil, pays loving homage to the beauty and the wondrous mystery of soil, celebrating not just the incredible soil diversity found on four of the world's continents, it also...

What is the equation for momentum? Why is this equation useful? Momentum And Impulse, Part 1

Time series data is produced sequentially as new measurements are recorded. Models derived from the data give insight into what happens next. They also show how the system can be changed to achieved a different future...

In 1938, aliens attacked. Well, that's at least what Americans heard over the radio. Orson Welles and a group of actors interrupted a radio broadcast to warn the public that the planet had been invaded by aliens - really, they were just...

Use foam noodles to have a safe, fun fitness program. Using the FlagHouse Noodlecize kit, John takes us through a great workout that will have your group huffing, sweating and laughing along together.

David Perkins is the Carl H. Pforzheimer, Jr., Professor of Teaching and Learning, Emeritus, at the Harvard Graduate School of Education. He has conducted long-term programs of research and development in the areas of teaching and...

1) Theory behind Carbohydrate fermentation test in microbiology. 2) How to identify bacteria as A, AG, or (-)

In this video I prove (in the 1D case) that the work done by a spring on a particle is equal to the change in elastic energy.

Cytochrome b6f Proton Pumping and ATP Synthesis

Attachments, innervation and functions of the scalene muscles.

Lactose Transporter How Does it Work

The Complicated Relationships of the Microcosmos

In which John discusses the strangely hopeful history (and future?) of avocado trees and their extraordinary fruit. It's a tale of coevolving with mammals that no longer exist, and yet finding a way to go on.

View Part 2 of this 2-video series next in the Kinesiology/Personal Training Playlist in which we convert the avocado's calories to body fat weight.