Immersive Ai
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Learn AI. Build with AI. Shape the Future!. Immersive AI helps you master artificial intelligence through practical tutorials, AI news, tools, workflows and prompts. Contact Me : @MehammedTeshome Subcribe : https://immersiveai-newsletter.beehiiv.com/
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频道帖子
Prompt engineering →
Context engineering →
Harness engineering →
Loop engineering →
Graph engineering... →
.
.
.
What is Next ?
You Just Need Better Harness and you will fix it when needed.
@ImmersiveAI
| 2 | New Video: Data Science Roadmap
For individuals pursuing careers in artificial intelligence, working with data constitutes the primary responsibility.
Data Science provides the essential tools, techniques, and methodologies required for effective data management.
It serves as the foundational discipline for Data Analytics, AI Engineering, and related fields.
The following is a brief overview and roadmap for Data Science.
https://youtu.be/XxwsYE-hMk4 | 639 |
| 3 |  Ai companies are signing the Open Weight letter.
except Anthropic. 😊 | 301 |
| 4 |  Sam Altman said..."We are in already in the singularity". | 285 |
| 5 | AI is rapidly evolving into a massive, multi-layered industry, forming the largest technology ecosystem in history.
It is becoming foundational infrastructure like electricity, the internet, and computers.
We are entering the intelligence age and heading toward the Singularity.
View the complete AI ecosystem map here in this video:
https://youtu.be/TbPd2gTBGRs | 854 |
| 6 | AI Engineer Learning Roadmap (2026)
🎯 Step 1: Learn Python
✅ Variables & Data Types
✅ Loops & Functions
✅ Object-Oriented Programming
✅ Exception Handling
✅ File Handling
✅ Modules & Packages
🎯 Step 2: Master Python Libraries
✅ NumPy
✅ Pandas
✅ Matplotlib
✅ Scikit-learn
🎯 Step 3: Learn AI Fundamentals
✅ Artificial Intelligence
✅ Machine Learning
✅ Deep Learning
✅ Neural Networks
✅ Generative AI
✅ Large Language Models (LLMs)
🎯 Step 4: Learn Prompt Engineering
✅ Zero-shot Prompting
✅ One-shot Prompting
✅ Few-shot Prompting
✅ Role Prompting
✅ Chain of Thought Prompting
🎯 Step 5: Learn LLMs
✅ Tokenization
✅ Embeddings
✅ Context Window
✅ Temperature
✅ Model Parameters
🎯 Step 6: Learn RAG
✅ Embeddings
✅ Chunking
✅ Vector Databases
✅ Similarity Search
✅ Retrieval Pipeline
🎯 Step 7: Learn AI Agents
✅ Agent Architecture
✅ Memory
✅ Planning
✅ Tool Calling
✅ Multi-Agent Systems
🎯 Step 8: Learn AI Frameworks
✅ LangChain
✅ LangGraph
✅ LlamaIndex
✅ CrewAI
🎯 Step 9: Learn Backend Development
✅ FastAPI
✅ REST APIs
✅ Authentication
✅ Database Integration
🎯 Step 10: Deploy AI Applications
✅ Docker
✅ Git & GitHub
✅ Cloud Platforms (AWS, Azure, or GCP)
✅ Monitoring & Logging
🎯 Step 11: Build Projects
✅ AI Chatbot
✅ PDF Chat Assistant
✅ AI Research Assistant
✅ AI Resume Analyzer
✅ Customer Support Agent
✅ AI Coding Assistant
Watch this Ai Roadmap Video 👇 :
https://youtu.be/tKO4lOq32p0 | 892 |
| 7 | Python HandBook.pdf | 255 |
| 8 | .
Python Full Course ...
https://youtu.be/HnBPwSOIHCA | 998 |
| 9 |  Python is ubiquitous, forming the foundational architecture of the modern world.
Mastery of this language is essential.
I have developed an eight-hour comprehensive course available at no cost.
Additionally, a complimentary guidebook is provided to facilitate your learning.
Successful completion requires only one week of undivided concentration.
https://youtu.be/HnBPwSOIHCA | 953 |
| 10 | .
Here is the map of Math 👇
https://youtu.be/wa65bGkElzg | 1 176 |
| 11 |  You want to pursue Ai Engineering ?
Study those math concept first :
- Basic Math
- Linear Algebra
- Calculus
- Probability and Statistics
Watch the map of math in Onr video below 👇 | 1 115 |
| 12 |  Anthropic released Opus 5. 👽 | 661 |
| 13 |  Alibaba Qwen releease Qwen-Image-3.0. | 580 |
| 14 |  Phases of Artificial Intelligence Adoption as outlined by Boris Cherny, creator of Claude Code:
1. AI-Gated: Utilization of zero agents.
2. AI-Assisted: Utilization of one agent.
3. AI-Parallel: Utilization of approximately ten agents.
4. AI-Supervised: Utilization of over one hundred agents.
5. AI-Native: Utilization of over one thousand agents. | 1 694 |
| 15 |  GPT-6 escaped OpenAI's evals sandbox during testing on CyberGym, hacked into Hugging Face's prod DB to find the answers. HF couldn't use GPT or Anthropic models for defence, so they had to use GLM-5.2 to investigate the hack.
American Ai hacked American System. then they use China's model to defend.😊 | 810 |
| 16 |  Cyber becomes the frontier. | 588 |
| 17 |  +1Gemini 3.6 Flash.🔥 | 951 |
| 18 |  Gemini 3.6 Flash. | 592 |
| 19 |  Gemini 3.5 Flash and Gemini 3.5 flash lite model spotted on Google ai studio. | 577 |
| 20 |  Sakana Ai. | 572 |
