AI & Machine Learning

Ayana
4 Views · 5 months ago

Sign up for Google’s Project Management Certification on Coursera here: https://imp.i384100.net/js-project-management

Grab my AI Toolkit for free: https://academy.jeffsu.org/ai-toolkit?utm_source=youtube&utm_medium=video&utm_campaign=163

Curious about #ai but don't know where to start? In this video, I break down 5 key takeaways from Google's AI Essentials course for beginners, share the pros and cons, and help you decide if this certification is worth your time.

Let’s get started 😁

*TIMESTAMPS*
00:00 I took Google’s AI Essentials Course
00:29 There are 3 Types of AI Tools
03:39 Always surface Implied Context
04:51 Zero-Shot vs. Few-Shot Prompting
05:50 Chain-of-Thought Prompting
06:53 Limitations of AI
07:51 Pros and Cons of Google’s AI Essentials Course

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Write the Perfect Prompt: https://youtu.be/jC4v5AS4RIM
ChatGPT for Job Seekers: https://youtu.be/2uN8PTXMY5c

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💼 Teal - http://tealhq.co/jeffsu

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*👨🏻‍💻 WHO AM I:*
I'm Jeff, a tech professional trying to figure life out. What I do end up figuring out, I share!

_PS: Some of the links in this description are affiliate links I get a kickback from and my opinions are my own and may not reflect that of my employer_ 😇

#google #chatgpt

Ayana
5 Views · 5 months ago

Unlock the secrets to mastering Artificial Intelligence (AI) quickly with this self-study roadmap, based on the prestigious Stanford AI Graduate Certificate program’s curriculum. In this video, I'll guide you through the essential steps, from foundational math to building your own AI projects. Whether you're interested in machine learning, robotics, or AI fundamentals, this structured approach is designed to help you learn at your own pace, all for free.
You'll learn how to choose the right AI algorithms, implement models with Python and TensorFlow, and work on machine learning capstone projects that can showcase your skills as an AI / ML Engineer. Perfect for anyone looking to fast-track their AI Engineering / ML Engineering career or AI self-study journey!

Download the FREE 15-page EXA AI Roadmap, including links to free courses and step by step plan. 👉 https://www.exaltitude.io/job-....seekers?utm_source=y


⏱Timestamp:
==============
0:00 AI Certificate
1:21 Expectations
2:26 Phase 1
3:59 Phase 2
5:23 Phase 3
6:50 Phase 4
7:32 Phase 5


📎 Resources:
==============
✅ The FREE Ultimate ATS-Friendly Resume Checklist
https://www.exaltitude.io/job-....seekers?utm_source=y
✅ Download the FREE Job Search Keyword Toolkit in a PDF file
https://www.exaltitude.io/resu....me-handbook?utm_sour
✅ The Ultimate Resume Handbook
https://www.exaltitude.io/resu....me-handbook?utm_sour
✅ FREE Interview Prep Resources
https://www.exaltitude.io/job-....seekers?utm_source=y
✅ FREE ATS-Friendly Resume Template
https://www.exaltitude.io/job-....seekers?utm_source=y


🚀Zero To Mastery Courses
==============
👉Machine Learning Bootcamp: https://links.zerotomastery.io..../MLBootcamp_Exaltitu
👉TensorFlow for Deep Learning: https://links.zerotomastery.io..../tensorflow_exaltitu
👉PyTorch for Deep Learning: https://links.zerotomastery.io..../pytorch_exaltitude_
👉Machine Learning Career Path: https://links.zerotomastery.io..../MLcareerpath_Exalti
👉Career Path Quiz: https://links.zerotomastery.io..../CPQuiz_Exaltitude_n
👉All Courses: https://links.zerotomastery.io..../Courses_Exaltitude_


🎙Other videos you might be interested in
========================
👉Resume Hack (from Big Tech Hiring Manager)
https://youtu.be/_MT4SgfQ8QY
👉Forget Coding Projects: This is How You Get Hired
https://youtu.be/i-NbPi4x_ao
👉Software/AI Engineering Career Paths and Top Key Skills
https://youtu.be/nwjZ_7Ll3ko
👉How to actually learn AI/ML: Reading Research Papers
https://youtu.be/x6slke5niqw
👉Don't Be a Tutorial Zombie: Learn AI the Right Way
https://youtu.be/c0w286I9PVg



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I give advice for navigating your engineering career journey successfully.


⭐About me
========================
Hi, I'm Jean, Founder of Exaltitude. I've been working in tech for the past 20 years as an engineer, an engineering manager, and a team builder. I was the 19th engineer at WhatsApp and worked with Facebook as an Engineering Manager for six years after the $19B acquisition. I'm excited to share the ins and outs of a Software Engineering career based on my experience as a hiring manager for top tech companies.


Credits
========================
🖼 All images, graphics, and b-roll videos used in this video were sourced from Canva.

* I may earn a small commission for purchases made through affiliate links on this website. This commission comes at no additional cost to you. Your support helps me continue creating content for you.

Ayana
3 Views · 5 months ago

All Machine Learning algorithms intuitively explained in 17 min

In this video I will go through all machine learning algorithms in less than 17 minutes to get you an intuitive understanding of how they work and how they relate to each other as well as help you decide how to pick the right one for your problem. Going all the way from Linear Regression to Neural Networks / Deep Learning and Unsupervised Learning.

Also Watch:
How to Learn Machine Learning in 2024 (7 step roadmap) https://youtu.be/jwTaBztqTZ0
The Math Skills that make Machine Learning easy (and how you can learn it) https://youtu.be/wOTFGRSUQ6Q

######### chapters:

00:00 - Intro: What is Machine Learning?
00:59 - Supervised Learning
01:37 - Unsupervised Learning
02:20 - Linear Regression
04:04 - Logistic Regression
04:53 - K Nearest Neighbors (KNN)
06:10 - Support Vector Machine (SVM)
07:51 - Naive Bayes Classifier
08:37 - Decision Trees
09:11 - Ensemble Algorithms
09:24 - Bagging & Random Forests
09:53 - Boosting & Strong Learners
10:26 - Neural Networks / Deep Learning
12:42 - Unsupervised Learning (again)
12:57 - Clustering / K-means
14:35 - Dimensionality Reduction
15:15 - Principal Component Analysis (PCA)