@@ -74,7 +74,7 @@ following the install instructions.
7474
7575### Conda
7676
77- Python projects each rely on different depenencies , which may conflict across projects.
77+ Python projects each rely on different dependencies , which may conflict across projects.
7878We recommend working in a Conda environment for each project to isolate the
7979dependencies. For more information on why Conda, and setting up the version of Conda
8080that best suits your needs, see
@@ -157,7 +157,7 @@ instructions on Jupyter within VS Code).
157157 conda install jupyter ipykernel nb_conda_kernels
158158 ```
159159
160- 2. Ensure your VS Code python intepreter is set to your Conda environment path.
160+ 2. Ensure your VS Code python interpreter is set to your Conda environment path.
161161
162162 <details> <!-- Can't use `??? Note` format within list -->
163163 <summary>Click to expand more details.</summary>
@@ -546,7 +546,7 @@ organized, and how some files are named.
546546
547547 - The paths in your various `yaml` files reflect the current folder structure.
548548
549- - You have generated thge `pickle` and `mat` training files. If not, follow the
549+ - You have generated the `pickle` and `mat` training files. If not, follow the
550550 DeepLabCut guide to
551551 [create a training dataset](https://github.com/DeepLabCut/DeepLabCut/blob/master/docs/standardDeepLabCut_UserGuide.md#f-create-training-datasets)
552552
@@ -579,7 +579,7 @@ organized, and how some files are named.
579579## Relational databases
580580
581581DataJoint helps you connect to a database server from your programming environment
582- (i.e., Python or MATLAB), granting a number of benefits over traditional file heirarchies
582+ (i.e., Python or MATLAB), granting a number of benefits over traditional file hierarchies
583583(see [YouTube Explainer](https://www.youtube.com/watch?v=q-PMUSC5P5o)). We offer two
584584options:
585585
@@ -681,9 +681,9 @@ depending on your needs.
681681
682682### Central Database
683683
684- To set up a detabase on dedicated hardware may require expertise to set up and maintain.
684+ To set up a database on dedicated hardware may require expertise to set up and maintain.
685685DataJoint's [MySQL Docker image project](https://github.com/datajoint/mysql-docker)
686- provides all the informaiton required to set up a dedicated database.
686+ provides all the information required to set up a dedicated database.
687687
688688## Interacting with the Workflow
689689
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