[BUG] PCA SVD transpose missing bug

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**Describe the bug**
In the notebook 08_dimensionality_reduction.ipynb, cell 13: `c1 = Vt[0]` and `c2 = Vt[1]` should be `c1 = Vt.T[0]` and `c2 = Vt.T[1]`.

**To Reproduce**
Please copy the code that fails here, using code blocks like this:

```python
def inverse(x):
return 1 / x

result = inverse(0)
```

And if you got an exception, please copy the full stacktrace here:

```stacktrace
Traceback (most recent call last):
File "", line 1, in
File "", line 2, in inverse
ZeroDivisionError: division by zero
```

**Expected behavior**
A clear and concise description of what you expected to happen.

**Screenshots**
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**Versions (please complete the following information):**
- OS: [e.g. MacOSX 10.15.7]
- Python: [e.g. 3.7]
- TensorFlow: [e.g., 2.4.1]
- Scikit-Learn: [e.g., 0.24.1]
- Other libraries that may be connected with the issue: [e.g., gym 0.18.0]

**Additional context**
Add any other context about the problem here.