certifaiai/data-science-fundamentals

Data Science lab materials for CDLE

data-science-fundamentals's Issues

Update license header to 2021

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2. Click on '....'
3. Scroll down to '....'
4. See error

Expected behavior
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add license footer in notebooks

Task for @ameliepeter :

1. add the following license header in the last cell in each jupyter notebook in this repo
2. make the cell "read-only" (non-editable)

_/*

• Copyright (c) 2019 Skymind AI Bhd.
• Copyright (c) 2020 CertifAI Sdn. Bhd.
• This program and the accompanying materials are made available under the
• terms of the Apache License, Version 2.0 which is available at
• https://www.apache.org/licenses/LICENSE-2.0.
• Unless required by applicable law or agreed to in writing, software
• distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
• WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
• License for the specific language governing permissions and limitations
• under the License.
• SPDX-License-Identifier: Apache-2.0
  */_

Update REadme

Noticed that Readme is not up-to-date, specifically the third notebook for linear Regression is not included in there

Jupyter launch failed (python 3.5)

Reproduce steps:

1. Conda env with python 3.5
2. conda install --file requirements.txt -y
3. jupyter notebook D:\Gits\machine-learning-fundamentals

Formula from 01-1_Linear Algebra with NumPy.ipynb different from conventional

Function of add_row different from source in terms of parameter sequence of i and j

From Website: https://secure.math.ubc.ca/~pwalls/math-python/linear-algebra/solving-linear-systems/

From Notebook:

Suggest fix to follow the formula from the website as conventionally horizontal axis (i / x) comes before vertical axis( j, y)

Readme install dependencies needs update - install dependencies error

Describe the bug

1. Failed to run after following instructions in readme.md

Screenshot

2. Install python environment natively in system is not preferable

Suggest changing it to

• cd to the directory where requirements.txt is located
• activate virtualenv
• run: pip install -r requirements.txt

Alternatively,
do

conda env create -f config.yml

like in repo https://github.com/CertifaiAI/time-series-labs

3. the flag has typo, should be -r

To Reproduce
Steps to reproduce the behavior:

1. Go to '...'
2. Click on '....'
3. Scroll down to '....'
4. See error

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

Screenshots
If applicable, add screenshots to help explain your problem.

Desktop (please complete the following information):

• OS: [e.g. Windows, Ubuntu]
• Browser [e.g. chrome, firefox]
• Version [e.g. 1.0.0]

Additional context
Add any other context about the problem here.

400 bad request after the change from links to relative links

@philip-khor the links for 01-0,01-1,01-2 are broken after the change.