BearCat 🇺🇦 Earth 🌎 retweeted
STOP WASTING HOURS TRYING TO FIGURE OUT WHAT TO LEARN IN AI.
I put together one practical roadmap with videos, GitHub repos, guides, books, research papers, and courses.
VIDEOS:
1. LLM Introduction — youtube.com/watch?v=zjkBMFhN…
2. LLMs from Scratch — youtube.com/watch?v=9vM4p9NN…
3. Agentic AI Overview (Stanford) — youtube.com/watch?v=kJLiOGle…
4. Building & Evaluating Agents — youtube.com/watch?v=d5EltXhb…
5. Building Effective Agents — youtube.com/watch?v=D7_ipDqh…
6. Building Agents with MCP — youtube.com/watch?v=kQmXtrmQ…
7. Building an Agent from Scratch — youtube.com/watch?v=xzXdLRUy…
8. Philo Agents — youtube.com/playlist?list=PL…
GITHUB REPOS:
1. GenAI Agents — github.com/nirdiamant/GenAI_…
2. Microsoft AI Agents for Beginners — github.com/microsoft/ai-agen…
3. Prompt Engineering Guide — github.com/dair-ai/Prompt-En…
4. Hands-On Large Language Models — github.com/HandsOnLLM/Hands-…
5. GenAI Agents — github.com/NirDiamant/GenAI_…
6. Made with ML — github.com/GokuMohandas/Made…
7. Hands-On AI Engineering — github.com/Sumanth077/Hands-…
8. Awesome Generative AI Guide — github.com/aishwaryanr/aweso…
9. Designing Machine Learning Systems — github.com/chiphuyen/dmls-bo…
10. Machine Learning for Beginners — github.com/microsoft/ML-For-…
11. LLM Course — github.com/mlabonne/llm-cour…
GUIDES:
1. Google's Agent Whitepaper — kaggle.com/whitepaper-agents
2. Google's Agent Companion — kaggle.com/whitepaper-agent-…
3. Building Effective Agents by Anthropic — anthropic.com/engineering/bu…
4. Claude Code Agentic Coding Practices — code.claude.com/docs/en/best…
5. OpenAI's Practical Guide to Building Agents — cdn.openai.com/business-guid…
BOOKS:
1. Understanding Deep Learning — udlbook.github.io/udlbook/
2. Building an LLM from Scratch — manning.com/books/build-a-la…
3. The LLM Engineering Handbook — oreilly.com/library/view/llm…
4. AI Agents: The Definitive Guide — oreilly.com/library/view/ai-…
5. Building Applications with AI Agents — oreilly.com/library/view/bui…
6. AI Agents with MCP — oreilly.com/library/view/ai-…
7. AI Engineering — oreilly.com/library/view/ai-…
RESEARCH PAPERS:
1. ReAct — arxiv.org/abs/2210.03629
2. Generative Agents — arxiv.org/abs/2304.03442
3. Toolformer — proceedings.neurips.cc/paper…
4. Chain-of-Thought Prompting — arxiv.org/pdf/2201.11903
COURSES:
1. Meta Data Analyst Professional Certificate: imp.i384100.net/rENKMG
2. Google Advanced Data Analytics Professional Certificate: imp.i384100.net/jR67bn
3. Microsoft Power BI Data Analyst Professional Certificate: imp.i384100.net/PzdQx6
4. Google Data Analytics Professional Certificate: imp.i384100.net/xJ6DQx
5. Introduction to Data Analytics: imp.i384100.net/5k0drn
6. Machine Learning Specialization: imp.i384100.net/k42K6M
7. IBM Deep Learning with PyTorch, Keras and Tensorflow Professional Certificate: imp.i384100.net/enZ0zg
8. Deep Learning Specialization: imp.i384100.net/qW6KMO
9. Crash Course on Python: imp.i384100.net/QYd9Dz
10. Python for Data Science, AI & Development: imp.i384100.net/9Vd6kQ
11. ChatGPT + Excel: AI-Enhanced Data Analysis & Insight Specialization: imp.i384100.net/rENKMB
12. Work Smarter with Microsoft Excel: imp.i384100.net/jR67ba
13. Microsoft Excel Professional Certificate: imp.i384100.net/PzdQxq
14. Excel Basics for Data Analysis: imp.i384100.net/5k0drD
15. SQL Foundations: imp.i384100.net/k42K6v
Repost so someone else can find this roadmap, and pls consider following
@triptitips
for more content around AI, Beauty, and businesses.
BearCat 🇺🇦 Earth 🌎 retweeted
This woman is 104 years old.
She’s seen 18 presidents in her life.
Listen to what she says about Trump.
Readers added context they thought people might want to know
The video shows an AI-generated woman, not a real 104-year-old person. The originating YouTube upload states all visuals are AI-created.
snopes.com/fact-check/vid…
youtube.com/watch?v=Qan-8T…
You know you're loved when
Readers added context they thought people might want to know
The video in this post is AI-generated, not real footage.
x.com/Raebo56/status…
x.com/mugsysway/stat…
x.com/Tallulah_66_XX…
BearCat 🇺🇦 Earth 🌎 retweeted
US military (past and present) poll, who will you stand with? Who do you serve? Who would you defend?
Trump & MAGA? or The Constitution & We The People?
9%Trump & MAGA
91%The Constitution & People
29,002 votes • Final results BearCat 🇺🇦 Earth 🌎 retweeted
To insult two highly respected and free thinking politicians like this is disgraceful.
It just shows how far standards in society have fallen.
Anyone reposting this insulting photograph should feel utterly ashamed.
😡
BearCat 🇺🇦 Earth 🌎 retweeted
"Mr.Trump is constitutionally disqualified under Sec. 3 of 14th Am from taking the oath as president on 1/20/25 unless 2/3 of both houses lift the disqualification”
Laurence Tribe
Harvard Legal scholar
BearCat 🇺🇦 Earth 🌎 retweeted
'Fight for what you believe in, for if you don't you will be forever fighting against yourself.' - Keisha Keenleyside
#TrumpCheatedWithElonsHelp
#TrumpCheatedAgain
#RecountEveryVote
#DemandARecount
#Recount2024NOW
#TrumpCheated
#Recount2024
#ForensicAuditNOW
#Recount
BearCat 🇺🇦 Earth 🌎 retweeted
There's a shitload of people who are done playing nice with the fascists. 😳👇
BearCat 🇺🇦 Earth 🌎 retweeted
This pretty much covers it. If this isn't an indictment against the American people, their hate, racism, bigotry, misogyny and overall fucking stupidity — I don't know what is. 😳👇
BearCat 🇺🇦 Earth 🌎 retweeted
Holy sh*t. Linda Ronstadt has absolutely HAD it with Donald Trump & JD Vance & she is not holding back one bit. This statement is so good. Everyone must read & share this.
BearCat 🇺🇦 Earth 🌎 retweeted
Elon deleted this. I’m sure he hates seeing it on twitter. 😂
Readers added context they thought people might want to know
Elon did not delete the post.
x.com/elonmusk/statu…
BearCat 🇺🇦 Earth 🌎 retweeted
Replying to @laurenboebert
The verdict GUILTY! Jim Jordan and Boebert put Donald Trump over justice and America. If you support a strong Democratic woman over lying Jim Jordan, please retweet, spread the word, and join our fight!
secure.actblue.com/donate/be…
BearCat 🇺🇦 Earth 🌎 retweeted
Canada’s first Indigenous woman with a PhD in astrophysics guest stars at Indigenous Storytelling Month event: Laurie Rousseau-Nepton, who was keynote speaker at Star Stories Night #sask #Indigenous #yqr
bit.ly/3SBwWPy
BearCat 🇺🇦 Earth 🌎 retweeted
Replying to @RussianEmbassy @mfa_russia @BBCWorld @SkyNews @guardian @Telegraph @ObserverUK @spectator @EveningStandard @DailyMailUK @GBNEWS
The Ruzzian Nazi scum is howling together with the Hamas animals! You belong together! And the Ruzzian women are so tough like the Vodka Maria and the men are cannon fodder for the coward Putin! 🤣🤣🤣
BearCat 🇺🇦 Earth 🌎 retweeted
BREAKING: In a devastating speech, iconic actor Robert De Niro rips Donald Trump to shreds, declaring that Trump is “not a bad man,” but “an evil one” who is a “wanna be tough guy” and has “no morals or ethics.”
But Robert De Niro didn’t stop there…
De Niro continued:
“Trump has no sense of right or wrong. No regard for anyone but himself — not the people he was supposed to lead and protect, not the people he does business with, not the people who follow him, blindly and loyally, not even the people who consider themselves his “friends.” He has contempt for all of them.
The repercussions of his turbulent presidency divided America and rattled New York City beyond imagination. Remember how we were jolted by crisis in early 2020, as a virus swept the world.
We lived with Donald Trump’s bombastic behavior every day on the national stage, and we suffered as we saw our neighbors piling up in body bags.
The man who was supposed to protect this country put it in peril, because of his recklessness and impulsiveness. It was like an abusive father ruling the family by fear and violent behavior. That was the consequence of New York’s warning getting ignored. Next time, we know it will be worse.
Make no mistake: the twice-impeached, 4-time indicted Donald Trump is still a fool. But we can’t let our fellow Americans write him off like one. Evil thrives in the shadow of dismissive mockery, which is why we must take the danger of Donald Trump very seriously.
So, today I issue another warning.
From this place where Abraham Lincoln spoke — right here in the beating heart of New York — to the rest of America:
This is our last chance.
Democracy won’t survive the return of a wannabe dictator.
And it won’t overcome evil if we are divided.
So what do we do about it? We have to take today into tomorrow – take it outside these walls. We have to reach out to the half of our country who have ignored the hazards of Trump and, for whatever reason, support elevating him back into the White House. They’re not stupid, and we must not condemn them for making a stupid choice. Our future doesn’t just depend on us. It depends on them.
Let’s reach out to Trump’s followers with respect. Let’s not talk about “democracy.”
“Democracy” may be our holy grail, but to others it is just a word, a concept, and in their embrace of Trump, they’ve already turned their backs on it. Let’s talk about right and wrong. Let’s talk about humanity. Let’s talk about kindness. Security for our world. Safety for our families. Decency. Let’s welcome them back. We won’t get them all, but we can get enough to end the nightmare of Trump.”
Well said, Robert De Niro!
Please retweet and ❤️ to thank Robert De Niro for calling out Donald Trump — and consider joining the growing exodus to Tribel, a woke new Twitter competitor that banned Trump for life and is exploding in popularity because Elon Musk banned Tribel’s Twitter account — but he forgot to ban this link to download the new Tribel app: tribel.app.link/okwPIHYCIqb
BearCat 🇺🇦 Earth 🌎 retweeted
In 2019 I had the honor of meeting George Reed. Such a Iconic person who not only broke tackles but significant barriers. You can’t tell the story of the CFL without mentioning George Reed. Condolence and prayers to his family. 🙏🏿
It is with great sadness and broken hearts that the Saskatchewan Roughriders Football Club mourn the passing of one of its greatest players of all time, George Reed.
💚 bit.ly/46yVazE



























