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Edward Donner
2025-05-11 10:05:12 -04:00
parent 1fb53d70de
commit 2f7a639afa
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32
week1/day1.ipynb
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@@ -30,7 +30,7 @@
"\n",
"## If you'd prefer to work in IDEs\n",
"\n",
"If you're more comfortable in IDEs like VSCode or Pycharm, they both work great with these lab notebooks too. \n",
"If you're more comfortable in IDEs like VSCode, Cursor or PyCharm, they both work great with these lab notebooks too. \n",
"If you'd prefer to work in VSCode, [here](https://chatgpt.com/share/676f2e19-c228-8012-9911-6ca42f8ed766) are instructions from an AI friend on how to configure it for the course.\n",
"\n",
"## If you'd like to brush up your Python\n",
@@ -48,9 +48,28 @@
"\n",
"Please see the [troubleshooting](troubleshooting.ipynb) notebook in this folder to diagnose and fix common problems. At the very end of it is a diagnostics script with some useful debug info.\n",
"\n",
"## For foundational technical knowledge (eg Git, APIs, debugging) \n",
"\n",
"If you're relatively new to programming -- I've got your back! While it's ideal to have some programming experience for this course, there's only one mandatory prerequisite: plenty of patience. 😁 I've put together a set of self-study guides that cover Git and GitHub, APIs and endpoints, beginner python and more.\n",
"\n",
"This covers Git and GitHub; what they are, the difference, and how to use them: \n",
"https://github.com/ed-donner/agents/blob/main/guides/03_git_and_github.ipynb\n",
"\n",
"This covers technical foundations: \n",
"ChatGPT vs API; taking screenshots; Environment Variables; Networking basics; APIs and endpoints: \n",
"https://github.com/ed-donner/agents/blob/main/guides/04_technical_foundations.ipynb\n",
"\n",
"This covers Python for beginners, and making sure that a `NameError` never trips you up: \n",
"https://github.com/ed-donner/agents/blob/main/guides/06_python_foundations.ipynb\n",
"\n",
"This covers the essential techniques for figuring out errors: \n",
"https://github.com/ed-donner/agents/blob/main/guides/08_debugging.ipynb\n",
"\n",
"And you'll find other useful guides in the same folder in GitHub. Some information applies to my other Udemy course (eg Async Python) but most of it is very relevant for LLM engineering.\n",
"\n",
"## If this is old hat!\n",
"\n",
"If you're already comfortable with today's material, please hang in there; you can move swiftly through the first few labs - we will get much more in depth as the weeks progress.\n",
"If you're already comfortable with today's material, please hang in there; you can move swiftly through the first few labs - we will get much more in depth as the weeks progress. Ultimately we will fine-tune our own LLM to compete with OpenAI!\n",
"\n",
"<table style=\"margin: 0; text-align: left;\">\n",
" <tr>\n",
@@ -69,8 +88,9 @@
" <img src=\"../resources.jpg\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
" </td>\n",
" <td>\n",
" <h2 style=\"color:#f71;\">Treat these labs as a resource</h2>\n",
" <span style=\"color:#f71;\">I push updates to the code regularly. When people ask questions or have problems, I incorporate it in the code, adding more examples or improved commentary. As a result, you'll notice that the code below isn't identical to the videos. Everything from the videos is here; but in addition, I've added more steps and better explanations, and occasionally added new models like DeepSeek. Consider this like an interactive book that accompanies the lectures.\n",
" <h2 style=\"color:#f71;\">This code is a live resource - keep an eye out for my emails</h2>\n",
" <span style=\"color:#f71;\">I push updates to the code regularly. As people ask questions, I add more examples or improved commentary. As a result, you'll notice that the code below isn't identical to the videos. Everything from the videos is here; but I've also added better explanations and new models like DeepSeek. Consider this like an interactive book.<br/><br/>\n",
" I try to send emails regularly with important updates related to the course. You can find this in the 'Announcements' section of Udemy in the left sidebar. You can also choose to receive my emails via your Notification Settings in Udemy. I'm respectful of your inbox and always try to add value with my emails!\n",
" </span>\n",
" </td>\n",
" </tr>\n",
@@ -310,12 +330,12 @@
"The API from OpenAI expects to receive messages in a particular structure.\n",
"Many of the other APIs share this structure:\n",
"\n",
"```\n",
"```python\n",
"[\n",
" {\"role\": \"system\", \"content\": \"system message goes here\"},\n",
" {\"role\": \"user\", \"content\": \"user message goes here\"}\n",
"]\n",
"\n",
"```\n",
"To give you a preview, the next 2 cells make a rather simple call - we won't stretch the mighty GPT (yet!)"
]
},

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week1/solutions/day1_with_ollama.ipynb
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@@ -141,7 +141,7 @@
"\n",
"3. You need to have installed Ollama on your computer, and run `ollama run llama3.2` in a Powershell or Terminal if you haven't already\n",
"\n",
"4. Anywhere in this lab that it used to have **gpt-4o-mini** it now has **lama3.2**\n"
"4. Anywhere in this lab that it used to have **gpt-4o-mini** it now has **llama3.2**\n"
]
},
{
@@ -475,7 +475,7 @@
"<table style=\"margin: 0; text-align: left;\">\n",
" <tr>\n",
" <td style=\"width: 150px; height: 150px; vertical-align: middle;\">\n",
" <img src=\"../business.jpg\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
" <img src=\"../../business.jpg\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
" </td>\n",
" <td>\n",
" <h2 style=\"color:#181;\">Business applications</h2>\n",
@@ -489,7 +489,7 @@
"<table style=\"margin: 0; text-align: left;\">\n",
" <tr>\n",
" <td style=\"width: 150px; height: 150px; vertical-align: middle;\">\n",
" <img src=\"../important.jpg\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
" <img src=\"../../important.jpg\" width=\"150\" height=\"150\" style=\"display: block;\" />\n",
" </td>\n",
" <td>\n",
" <h2 style=\"color:#900;\">Before you continue - now try yourself</h2>\n",
@@ -577,7 +577,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.11"
"version": "3.11.12"
}
},
"nbformat": 4,