# Machine Learning - Level 1 Week 4: Self-assessment

**URL:** <https://stemaway.com/t/machine-learning-level-1-week-4-self-assessment/9125>\
**Category:** Machine Learning Pipeline (NLP) (CE) 2021\
**Created:** [August 4, 2021, 5:16am UTC](https://stemaway.com/t/machine-learning-level-1-week-4-self-assessment/9125 "2021-08-04T05:16:32Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![raghav\_thiruv](https://d2nat51eddc6b4.cloudfront.net/user_avatar/stemaway.com/raghav_thiruv/32/4288_2.png) [@raghav\_thiruv](https://stemaway.com/u/raghav_thiruv)\
**Post date:** [August 4, 2021, 5:16am UTC](https://stemaway.com/t/machine-learning-level-1-week-4-self-assessment/9125/1 "2021-08-04T05:16:32Z")

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Technical areas:

```
1. Ran a BERT-classifier and used cosine similarity 
2. Read many articles/tutorials about cosine similarity and recommender systems	
3. Installed the PyTorch and TensorFlow libraries

```

Tools/Libraries:

```
1. Python
2. Trello
3. Github
4. Pytorch/Tensorflow

```

Soft skills:

```
1. Attended scrum meetings to ask for any doubts or questions

```

Three achievement highlights

```
1. Learned about cosine similarity
2. Attended the session 1 presentation to get some clues of how to make a final presentation
3. Figured out how to use recommender systems using the machine learning libraries in python

```

Goal for the week:

```
1. Explore more python libraries and learn more about recommender systems
2. Learn more about machine learning and cosine similarity
```