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خلاصہ
- Programming&Frameworks:
Python (Scikit-learn, TensorFlow, Keras, Pytorch)
FastAPI
Django/Django REST
Gensim
NumPy/Pandas/Matplotlib
Matplotlib/Seaborn
- Data Science & Machine Learning:
Machine Learning
Statistical Modeling Big Data (Predictive Analytics)
Feature Engineering
Hypothesis Testing
- Data Science & Deep Learning:
Artificial Neural Network(ANN)
Convolutional Neural Network(CNN)
Recurrent Neural Network(RNN)
- Deep Learning/NLP:
Self-supervise learning(word2vec)
Spacy/nltk
- The platform where the machine learning community:
Hugging Face
- NLP Topic Modeling:
LDA/NMF
- Data Visualization & Business Intelligence:
Power BI
Data Storytelling
Matplotlib/Seaborn
- Web Scraping Framework:
Scray
- Databases & Querying:
RDB (PostgreSQL)
- Tools & Platforms:
API Platforms: Postman
API Platforms: reqbin.com
Version Control (e.g., Git)
- Methodologies:
Agile/Scrum Methodologies
پراجیکٹس
تجربہ
Junior AI/ML Developer
Programming&Frameworks:
Python (Scikit-learn, TensorFlow, Keras, Pytorch)
FastAPI
Django/Django REST
Gensim
NumPy/Pandas/Matplotlib
Matplotlib/Seaborn
Data Science & Machine Learning:
Machine Learning
Statistical Modeling Big Data (Predictive Analytics)
Feature Engineering
Hypothesis Testing
Data Science & Deep Learning:
Artificial Neural Network(ANN)
Convolutional Neural Network(CNN)
Recurrent Neural Network(RNN)
Deep Learning/NLP:
Self-supervise learning(word2vec)
Spacy/nltk
The platform where the machine learning community:
Hugging Face
NLP Topic Modeling:
LDA/NMF
Data Visualization & Business Intelligence:
Power BI
Data Storytelling
Matplotlib/Seaborn
Web Scraping Framework:
Scray
Databases & Querying:
RDB (PostgreSQL)
Tools & Platforms:
API Platforms: Postman
API Platforms: reqbin.com
Version Control (e.g., Git)
Methodologies:
Agile/Scrum Methodologies
