Hello! As a software developer with extensive experience in data analysis, text processing, and application development in Python, I can assist you with various Python topics. Here's a summary of the services I offer:
Python Fundamentals:
- Data types and conversions
- Python objects and data structures
- Conditional if-elif-else structures
- Loop structures (while and for loops)
- Functions and modules
- Object-oriented programming (OOP)
- Types of errors and exceptions (try-except-finally structures)
- Working with files and file methods
- Built-in functions
Text Processing and Data Analysis:
- Using Numpy for data analysis
- Working with text files
- Processing PDF files with Python
- Utilizing regular expressions
- Fast tokenization with SpaCy
- Stemming and lemmatization
- Vocabulary matching with SpaCy
- Part of Speech Tagging
- Named Entity Recognition
- Visualizing POS and NER with SpaCy
- Text classification with SciKit-Learn
- Topic modeling with Latent Dirichlet Allocation (LDA)
- Non-negative Matrix Factorization (NMF)
- Word2Vec algorithm
- Sentiment analysis with NLTK
- Building your own chat bot using deep learning
Web Programming:
- Web programming with Flask Framework
- Web development with Django
- Web Scraping