www.usb.ph
  • MAIN
  • NEWS
  • MUSIC
  • JOKES
  • FARM
  • HEALTH
  • KIDS
  • VLOG
  • LEARN
  • RELIGION
  • BIBLE (English)
  • BIBLE (Tagalog)
Select Page

freeCodeCamp.org

freeCodeCamp.org
Practical Deep Learning for Coders is a course from fast.ai designed to give you a complete introduction to deep learning. This course was created to make deep learning accessible to as many people as possible. The only prerequisite for this course is that you know how to code (a year of experience is enough), preferably in Python, and that you have at least followed a high school math course. This course was developed by Jeremy Howard and Sylvain Gugger. Jeremy has been using and teaching machine learning for around 30 years. He is the former president of Kaggle, the world's largest machine learning community. Sylvain Gugger is a researcher who has written 10 math textbooks. 🔗 Course website with questionnaires, set-up guide, and more: https://course.fast.ai/ Lessons 7 and 8 are in a second video: https://youtu.be/HL7LOfyf6bc ⭐️ Course Contents ⭐️ (See next section for book & code.) ⌨️ (0:00:00) Lesson 1 - Your first modules ⌨️ (1:22:55) Lesson 2 - Evidence and p values ⌨️ (2:53:59) Lesson 3 - Production and Deployment ⌨️ (5:00:20) Lesson 4 - Stochastic Gradient Descent (SGD) from scratch ⌨️ (7:01:56) Lesson 5 - Data ethics ⌨️ (9:09:46) Lesson 6 - Collaborative filtering ⌨️ (https://youtu.be/HL7LOfyf6bc) Lesson 7 - Tabular data ⌨️ (https://youtu.be/HL7LOfyf6bc) Lesson 8 - Natural language processing ⭐️ Book chapters and code on Google Colab ⭐️ 🔗 Full book (or use links below to go directly to a chapter on Google Colab): https://github.com/fastai/fastbook NB: Chapter 2 contains widgets, which unfortunately are not supported by Colab. Also, in some places we use a file upload button, which is also not supported by Colab. For those sections, either skip them, or use a different platform such as Gradient (Colab is the only platform which doesn't support widgets). 💻 Intro to Jupyter: https://colab.research.google.com/github/fastai/fastbook/blob/master/app_jupyter.ipynb 💻 Chapter 1, Intro: https://colab.research.google.com/github/fastai/fastbook/blob/master/01_intro.ipynb 💻 Chapter 2, Production: https://colab.research.google.com/github/fastai/fastbook/blob/master/02_production.ipynb 💻 Chapter 3, Ethics: https://colab.research.google.com/github/fastai/fastbook/blob/master/03_ethics.ipynb 💻 Chapter 4, MNIST Basics: https://colab.research.google.com/github/fastai/fastbook/blob/master/04_mnist_basics.ipynb 💻 Chapter 5, Pet Breeds: https://colab.research.google.com/github/fastai/fastbook/blob/master/05_pet_breeds.ipynb 💻 Chapter 6, Multi-Category: https://colab.research.google.com/github/fastai/fastbook/blob/master/06_multicat.ipynb 💻 Chapter 7, Sizing and TTA: https://colab.research.google.com/github/fastai/fastbook/blob/master/07_sizing_and_tta.ipynb 💻 Chapter 8, Collab: https://colab.research.google.com/github/fastai/fastbook/blob/master/08_collab.ipynb 💻 Chapter 9, Tabular: https://colab.research.google.com/github/fastai/fastbook/blob/master/09_tabular.ipynb 💻 Chapter 10, NLP: https://colab.research.google.com/github/fastai/fastbook/blob/master/10_nlp.ipynb 💻 Chapter 11, Mid-Level API: https://colab.research.google.com/github/fastai/fastbook/blob/master/11_midlevel_data.ipynb 💻 Chapter 12, NLP Deep-Dive: https://colab.research.google.com/github/fastai/fastbook/blob/master/12_nlp_dive.ipynb 💻 Chapter 13, Convolutions: https://colab.research.google.com/github/fastai/fastbook/blob/master/13_convolutions.ipynb 💻 Chapter 14, Resnet: https://colab.research.google.com/github/fastai/fastbook/blob/master/14_resnet.ipynb 💻 Chapter 15, Arch Details: https://colab.research.google.com/github/fastai/fastbook/blob/master/15_arch_details.ipynb 💻 Chapter 16, Optimizers and Callbacks: https://colab.research.google.com/github/fastai/fastbook/blob/master/16_accel_sgd.ipynb 💻 Chapter 17, Foundations: https://colab.research.google.com/github/fastai/fastbook/blob/master/17_foundations.ipynb 💻 Chapter 18, GradCAM: https://colab.research.google.com/github/fastai/fastbook/blob/master/18_CAM.ipynb 💻 Chapter 19, Learner: https://colab.research.google.com/github/fastai/fastbook/blob/master/19_learner.ipynb 💻 Chapter 20, conclusion: https://colab.research.google.com/github/fastai/fastbook/blob/master/20_conclusion.ipynb -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news And subscribe for new videos on technology every day: https://youtube.com/subscription_center?add_user=freecodecamp

1.3K 52

YouTube Video VVU4YnV0SVNGd1QtV2w3RVYwaFVLMEJRLjdDMzk1Mjk3QTAyRTY3NkI=

Microsoft Developer

Microsoft Developer
This week on 8-Bits, we are joined by Microsoft Cloud Advocate Jay Gordon!

23 2

YouTube Video VVVzTWljYS12MzRJcmY5S1ZUaDZ4eC1nLjdENkJBNjE3NkQ2NjJGMTk=

MATLAB

MATLAB
Get an overview of the Model Testing Dashboard that summarizes the quality and completeness of your requirements-based testing. The dashboard manages the progress of your testing in accordance with industry-recognized software development standards such as ISO 26262 or DO-178. It analyzes the artifacts in a project from multiple sources and tools, such as requirements, models, and test results, and provides detailed metric measurements on their status. The dashboard widgets summarize each metric to quickly evaluate the current results of testing, including adherence to guidelines, completion of testing for requirements, and the percentage of requirements covered by tests. You can use the dashboard to gain insight into testing status to identify gaps and respond faster to requirements changes. -------------------------------------------------------------------------------------------------------- Get a free product trial: https://goo.gl/ZHFb5u Learn more about MATLAB: https://goo.gl/8QV7ZZ Learn more about Simulink: https://goo.gl/nqnbLe See what's new in MATLAB and Simulink: https://goo.gl/pgGtod © 2020 The MathWorks, Inc. MATLAB and Simulink are registered trademarks of The MathWorks, Inc. See www.mathworks.com/trademarks for a list of additional trademarks. Other product or brand names may be trademarks or registered trademarks of their respective holders.

17 1

YouTube Video VVVnZEhTRmNYdmtONk8zTlh2aWYwLXBBLkI3MDI1Q0JEOTk4QTc5MjQ=

Charger Games

Charger Games
Play the Game Here: https://connect.unity.com/mg/other/line-runner-flip Join New Discord Server: https://discord.gg/53FcvdS Chat with fellow members, Post your projects, ask questions. See You There.  Publish Your Game Online for Free - Unity WebGL Thanks a lot for watching this video, if you have any questions, write those in comments. I hope you enjoyed. Please subscribe and like , comment , share. Thank you very much. :)

127 82

YouTube Video VVVodkxRYnZwdzJwZk9EZ09tZFM0WlNRLjU2QjQ0RjZEMTA1NTdDQzY=

Awesome Tuts

Awesome Tuts
Learn Unity https://www.awesometuts.com/all-courses-academy?utm_medium=youtube&utm_source=tutorial_video&utm_campaign=unity_history All Access https://www.awesometuts.com/ultimate-game-dev-academy?utm_medium=youtube&utm_source=tutorial_video&utm_campaign=unity_history I'm Publishing My Game - Road To $1,000,000 With Game Development https://www.youtube.com/watch?v=CreASBX5_z8 The END Of Game Development On YouTube https://youtu.be/dTeOue2_yQ8 I Created Subway Surfers In 1 Day! https://youtu.be/YCh3vi0wVsU 30 Days Of Game Development - Road To $1 Million With Game Dev https://youtu.be/cT7gDB55SsU Subscribe https://www.youtube.com/channel/UC5c-DuzPdH9iaWYdI0v0uzw?sub_confirmation=1 Website https://www.awesometuts.com Support Awesome Tuts https://www.awesometuts.com/donate Join Our Discord Server https://discord.gg/SUGm9PY 3 Day Free Training https://www.awesometuts.com/3-day-free-training From Scratch To Game In 40 Minutes https://www.awesometutsgamedevacademy.com/from-scratch-to-game Follow Us On Instagram https://www.instagram.com/awesome_tuts/ Like Our Facebook Page https://www.facebook.com/awesometutss/ Join Our Facebook Group https://www.facebook.com/groups/AwesomeTutsGameDevelopmentGroup/ #unity #gamedevelopment #indiegamedev

190 65

YouTube Video VVU1Yy1EdXpQZEg5aWFXWWRJMHYwdXp3LjU2QjQ0RjZEMTA1NTdDQzY=

Programming with Mosh

Programming with Mosh
This short video explains what Git is and why it's a critical skill for every software & DevOps engineer. 👍 Subscribe for more Git tutorials like this: https://goo.gl/6PYaGF 👉 Learn Git basics in one hour: https://youtu.be/8JJ101D3knE #Git is the most popular open-source version control system in the world. Everyday, millions of people use Git to track their project history and collaborate effectively. It's a critical skill for a every software and DevOps engineer. ⭐️ Want to learn more from me? Check out these links: Courses: https://codewithmosh.com Twitter: https://twitter.com/moshhamedani Facebook: https://www.facebook.com/programmingwithmosh/ Blog: https://programmingwithmosh.com

7.4K 237

YouTube Video VVVXdjd2TWJNV0g0LVYwWlhkbURwUEJBLjU2QjQ0RjZEMTA1NTdDQzY=

Designed by Elegant Themes | Powered by WordPress