This training program aims to give you a direction and how to use all the resources which are available for free online. In this module, we have tried to create some data which is from different places (we tried to get the best resources which are already available and also created ours which was not available anywhere in the form we wanted) and is curated in a form which will make you aware about your course.
The main aim of this training program is to provide you a path you have to work on, and the following are the topics for this module. You can use other resources as well to understand the topics which you can easily find by searching on google.
1 Competition, 1 Project, 1 Bonus
- Part1: Bag Of Words
- Part1: BOW Notebook
- Part2: Term Frequency-Inverse Document Frequency
- Part2: TF-IDF Notebook
- Part3: Sklearn
- Splitting train and test dataset
- Model selection
- Training and prediction
- Accuracy(Confusion matrix)
- Part3: Sklearn Notebook
- Part4: Project:Sentiment Analysis
- Part4: Project:Sentiment Analysis Notebook
- Part5: Project:Sentiment Analysis using Naive Bayes
- Part5: Project:Sentiment Analysis Notebook using Naive Bayes
- Part5: Competition-Checking Accuracy for different models
- part6: Bonus: Bert