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zorost/AI-Engineering-Lab

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable notebooks, one continuous case study. MIT licensed, no signup. By Zorost Intelligence AI Lab.

#Learning resources
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Jupyter Notebook
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How fast zorost/AI-Engineering-Lab is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 20 – Oct 19, 2026

Stars +285 in 61 days

0204060
59

Forks +235 in 61 days

0204060
52

Merged PRs 0 in 61 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Top 25 in Jupyter Notebook

107685
Aug 20Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRsJupyter Notebook
Thu, Aug 20, 2026+52+510#10
Fri, Aug 21, 2026+1+00Not trending
Sat, Aug 22, 2026+0+00Not trending
Sun, Aug 23, 2026+10+100Not trending
Mon, Aug 24, 2026+2+20Not trending
Tue, Aug 25, 2026+10+100Not trending
Wed, Aug 26, 2026+16+10Not trending
Thu, Aug 27, 2026+36+280#7
Fri, Aug 28, 2026+4+00Not trending
Sat, Aug 29, 2026+28+270#6
Sun, Aug 30, 2026+29+290#8
Mon, Aug 31, 2026+12+70Not trending
Tue, Sep 1, 2026+59+520#5
Wed, Sep 2, 2026+2+00Not trending
Thu, Sep 3, 2026+0+00Not trending
Fri, Sep 4, 2026+2+00Not trending
Sat, Sep 5, 2026+1+00Not trending
Sun, Sep 6, 2026+0+00Not trending
Mon, Sep 7, 2026+0+10Not trending
Tue, Sep 8, 2026+2+10Not trending
Wed, Sep 9, 2026+0+10Not trending
Thu, Sep 10, 2026+1+10Not trending
Fri, Sep 11, 2026+0+00Not trending
Sat, Sep 12, 2026+0+00Not trending
Sun, Sep 13, 2026+0+10Not trending
Mon, Sep 14, 2026+0+10Not trending
Tue, Sep 15, 2026+2+00Not trending
Wed, Sep 16, 2026+0+00Not trending
Thu, Sep 17, 2026+1+10Not trending
Fri, Sep 18, 2026+1+00Not trending
Sat, Sep 19, 2026+0+10Not trending
Sun, Sep 20, 2026+1+10Not trending
Mon, Sep 21, 2026+0+00Not trending
Tue, Sep 22, 2026+1+10Not trending
Wed, Sep 23, 2026+0+00Not trending
Thu, Sep 24, 2026+1+00Not trending
Fri, Sep 25, 2026+1+00Not trending
Sat, Sep 26, 2026+1+00Not trending
Sun, Sep 27, 2026+0+10Not trending
Mon, Sep 28, 2026+1+00Not trending
Tue, Sep 29, 2026+0+00Not trending
Wed, Sep 30, 2026+0+10Not trending
Thu, Oct 1, 2026+0+10Not trending
Fri, Oct 2, 2026+1+00Not trending
Sat, Oct 3, 2026+0+00Not trending
Sun, Oct 4, 2026+0+00Not trending
Mon, Oct 5, 2026+0+00Not trending
Tue, Oct 6, 2026+2+20Not trending
Wed, Oct 7, 2026+0+00Not trending
Thu, Oct 8, 2026+1+00Not trending
Fri, Oct 9, 2026+2+20Not trending
Sat, Oct 10, 2026+0+00Not trending
Sun, Oct 11, 2026+1+00Not trending
Mon, Oct 12, 2026+1+00Not trending
Tue, Oct 13, 2026+0+10Not trending
Wed, Oct 14, 2026+0+00Not trending
Thu, Oct 15, 2026+0+00Not trending
Fri, Oct 16, 2026+0+00Not trending
Sat, Oct 17, 2026+0+00Not trending
Sun, Oct 18, 2026+0+00Not trending
Mon, Oct 19, 2026+0+00Not trending
Total+285+2350
  • 1#1 on the list
  • 7Rank that day
  • Not trending

    • Mentions and achievements

    Where people are talking about zorost/AI-Engineering-Lab, and every badge it has earned
    1. Sep 71 post

      • 认知更新：AI 工程学习不该是互不相干的 demo，而应让同一案例持续演进。 这套免费课程用24周、43个可运行 Notebook，串起 Python、ML、LLM、RAG、微调、Agent/MCP、三大云与 Databricks。最该记住的是：从第3周起，每个产物都要附指标和错误分析。MIT 许可、无需注册；但每周约需10小时，不适合只想速成提示词的人。

        Read full on X, posted by @vintcessun

        @vintcessun · x.com

    2. 21 days earlier
    3. Aug 172 posts

      • 24 weeks. 43 notebooks. One company. Zero dollars. If you have spent a year reading about agents and shipping none, week 1 is tonight: install the toolchain and generate the data. Handbook, program…

        Read full on X, posted by @FereydunHashemi

        @FereydunHashemi · x.com

      • We built the program we would hand you on day one if you joined a generative AI, applied ML, or Databricks modernization team. It is called AI Engineering Lab. It is free, open, and 24 weeks long.…

        Read full on X, posted by @FereydunHashemi

        @FereydunHashemi · x.com

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