Master AI in 2024 with Andrew Ng: The Secrets of the pathway
Welcome to the Dawn of the AI Era: How Beginners Can Make Their Mark in 2024
The world is witnessing a ‘gold rush’ in AI technology, and now is your chance to be a part of it. Whether you envision yourself as an AI engineer blending data science with software engineering, or as an entrepreneur spearheading your own AI-driven SaaS company, understanding and leveraging AI is no longer optional—it’s essential.
In my latest video, we explore the vast landscape of AI education available in 2024 with AI luminary Andrew Ng talks. From detailed analyses of top AI courses offered by giants like Coursera and Stanford, to practical advice on navigating the complexities of AI learning, this video is your ultimate guide to becoming proficient in the technologies shaping our future.
Let’s lay out a clear and concise roadmap for mastering AI, highlight the best courses tailored to your needs, and share secrets on acquiring certifications at no cost. Whether you’re a complete beginner or looking to sharpen your skills, this video promises to equip you with the knowledge and tools needed to excel in the ever-evolving world of artificial intelligence.
Download the content in the video:
1- Statistical machine learning guide
Statistical machine learning study guide
Study guide for statistical machine learning with the code, and suggested solution in pdf and Latex format.
2- Leetcode practice
Algorithm and Data structure interview
Hacking algorithm and data structure essential for interviews.
3- EDA (Explanatory data analysis)
4- GitHub cheat sheet
Setup and Configuration
| Description | Syntax | Example |
|---|---|---|
| Set a username | git config --global user.name "<name>" | git config --global user.name "JohnDoe" |
| Set an email address | git config --global user.email "<email>" | git config --global user.email "john@example.com" |
| Check configuration | git config --list | git config --list |
| Initialize a new Git repository | git init | git init |
Basic Git Commands
| Description | Syntax | Example |
|---|---|---|
| Add a file to the staging area | git add <file> | git add README.md |
| Commit changes | git commit -m "<message>" | git commit -m "Initial commit" |
| Push changes to a remote repository | git push <remote> <branch> | git push origin master |
| Pull changes from a remote repository | git pull <remote> <branch> | git pull origin master |
| Clone a repository | git clone <url> | git clone https://github.com/user/repo.git |
Branching and Merging
| Description | Syntax | Example |
|---|---|---|
| Create a new branch | git branch <branch> | git branch feature_x |
| Switch to a branch | git checkout <branch> | git checkout feature_x |
| Create and switch to new branch | git checkout -b <branch> | git checkout -b feature_x |
| Merge a branch | git merge <branch> | git merge feature_x |
| Delete a branch | git branch -d <branch> | git branch -d feature_x |
Inspection and Comparison
| Description | Syntax | Example |
|---|---|---|
| Show the working tree status | git status | git status |
| Show commit logs | git log | git log |
| Show changes between commits | git diff <base> <compare> | git diff main feature_x |
| Show changes in the staging area | git diff --staged | git diff --staged |
Advanced Git Commands
| Description | Syntax | Example |
|---|---|---|
| Stash changes in a dirty working directory | git stash | git stash |
| Apply stashed changes back to the working directory | git stash pop | git stash pop |
| Rebase current branch onto <base> | git rebase <base> | git rebase main |
| Amend the last commit | git commit --amend | git commit --amend -m "New message" |
| Reset current HEAD to the specified state | git reset --hard <commit> | git reset --hard 0d1d7fc32 |
5- Machine learning
Machine learning: a quick review
All 7 posts titled machine learning: a quick review is now available in both word and PDF format all in one document for free.
6- Large language models
| ChatGPT Prompt Engineering for Developers | https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/ |
| Generative AI with Large Language Models | https://www.coursera.org/learn/generative-ai-with-llms |
| Google intro gen ai certificate | https://www.cloudskillsboost.google/course_templates/536 |
| career essentials in gen ai by microsoft and linkedin | https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin |
7- Prompt for free certificate
8- Code with AI online summer camp
Code with AI specialization
Summer 2024 Master class in Python with AI. The class starts in June 1st on Saturdays at 11AM-1PM PST.
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