Merge pull request #845 from ybot1122/misc-typo-fixes

Miscellaneous Typos + Sentence Clarifications

Author: koreyspace

00-course-setup/README.md

@@ -34,11 +34,13 @@ Here's a step-by-step guide on how to create a `.env` file for Python and add th
 2. **Create the `.env` File**: Use your preferred text editor to create a new file named `.env`. If you're using the command line, you can use `touch` (on Unix-based systems) or `echo` (on Windows):
 
    Unix-based systems:
+
    ```bash
    touch .env
    ```
 
    Windows:
+
    ```cmd
    echo . > .env
    ```
@@ -87,9 +89,9 @@ cd generative-ai-for-beginners
 
 Once you have everything checked out, you can get started!
 
-## Optional Steps 
+## Optional Steps
 
-### Installing Miniconda 
+### Installing Miniconda
 
 [Miniconda](https://conda.io/en/latest/miniconda.html?WT.mc_id=academic-105485-koreyst) is a lightweight installer for installing [Conda](https://docs.conda.io/en/latest?WT.mc_id=academic-105485-koreyst), Python, as well as a few packages.
 Conda itself is a package manager, that makes it easy to setup and switch between different Python [**virtual environments**](https://docs.python.org/3/tutorial/venv.html?WT.mc_id=academic-105485-koreyst) and packages. It also comes in handy for installing packages that are not available via `pip`.
@@ -105,19 +107,18 @@ Go ahead and populate your environment file with the snippet below:
 ```yml
 name: <environment-name>
 channels:
- - defaults
- - microsoft
+  - defaults
+  - microsoft
 dependencies:
-- python=<python-version>
-- openai
-- python-dotenv
-- pip
-- pip:
-    - azure-ai-ml
-
+  - python=<python-version>
+  - openai
+  - python-dotenv
+  - pip
+  - pip:
+      - azure-ai-ml
 ```
 
-If you find you getting errors using conda you can mannually install the Microsoft AI Libraries using the following command in a terminal. 
+If you find you getting errors using conda you can manually install the Microsoft AI Libraries using the following command in a terminal.
 
 ```
 conda install -c microsoft azure-ai-ml
@@ -166,7 +167,7 @@ Once you access the URL, you should see the course outline and be able to naviga
 
 ### Running in a container
 
-An alternative to setting everything up on your computer or Codespace is to use a [container](https://en.wikipedia.org/wiki/Containerization_(computing)?WT.mc_id=academic-105485-koreyst). The special `.devcontainer` folder within the course repository makes it possible for VS Code to set up the project within a container. Outside of Codespaces, this will require the installation of Docker, and quite frankly, it involves a bit of work, so we recommend this only to those with experience working with containers.
+An alternative to setting everything up on your computer or Codespace is to use a [container](<https://en.wikipedia.org/wiki/Containerization_(computing)?WT.mc_id=academic-105485-koreyst>). The special `.devcontainer` folder within the course repository makes it possible for VS Code to set up the project within a container. Outside of Codespaces, this will require the installation of Docker, and quite frankly, it involves a bit of work, so we recommend this only to those with experience working with containers.
 
 One of the best ways to keep your API keys secure when using GitHub Codespaces is by using Codespace Secrets. Please follow the [Codespaces secrets management](https://docs.github.com/en/codespaces/managing-your-codespaces/managing-secrets-for-your-codespaces?WT.mc_id=academic-105485-koreyst) guide to learn more about this.
 

03-using-generative-ai-responsibly/README.md

@@ -60,7 +60,7 @@ Harmful content can be defined as:
 
 - Providing instructions or encouraging self-harm or harm to certain groups.
 - Hateful or demeaning content.
-- Guiding planning any type of attack or violent acts.
+- Guiding the planning of any type of attack or violent acts.
 - Providing instructions on how to find illegal content or commit illegal acts.
 - Displaying sexually explicit content.
 

06-text-generation-apps/README.md

@@ -646,7 +646,7 @@ What does the concept temperature do?
 
 ## 🚀 Challenge
 
-When working on the assignment, try to vary the temperature, try set it to 0, 0.5, and 1. Remember that 0 is the least varied and 1 is the most, what value works best for your app?
+When working on the assignment, try to vary the temperature, try setting it to 0, 0.5, and 1. Remember that 0 is the least varied and 1 is the most. What value works best for your app?
 
 ## Great Work! Continue Your Learning