Learn the fundamentals in storing and processing different shapes of data
Create functions to further enhance the reusability of the code
Apply modules related to data manipulations replicating the excel tasks without opening one
Creating various type of charts to speak out your data better
Target audience
Participants working in excel operations on regular basis
Financial / risk analysts
Course Content
Day 1
Session 1:
Language Processing
Searching Text
Counting Vocabulary
Frequency Distributions
Collocations and Bigrams
Tokenization
Lemmatization
Counting Vocabulary
Corpus
Conditional Frequency Distributions
WordNet
Lexical Relations
Semantic Similarity
Day 2
Session 2:
Regular Expression
Segmentation
POS-tagger
Tagged Corpora
N-Gram
Session 3:
Classification
Context Free Grammar
Day 3
Session 4:
Financial Sentiment Analysis using FinBERT
Session 5:
Social Media Mining and Web mining
Using Twitter and Wiki to get online information
Trainer Profile
Trainer has a rich experience in data science and financial modelling areas. He is a versatile trainer equipped to handle topics like machine learning, programming languages in Python and R and market risk analysis. He is an engineer and MBA by education.
