Advanced Python for Data Science Certificate Course
(Sign up by Sep 30th and receive 10% Discount)
Course Starts: Monday, October 23rd | Duration: 3 Weeks (20 Hours / Week)
Course Fee (Till September 30th): $805
Course Fee (after September 30th ): $895
This three week Advanced Python for Data Science course offered by Jobsbridge introduces advanced learners to fundamantal and advanced concepts in data science through the python programming language. This is a applied program based on real-world projects and is skills-based specialization is intended for learners who have a sound programming background in python and want to apply statistical, machine learning, information visualization, text analysis, and social network analysis techniques through popular python toolkits.
Course Coverage (Week 1 and 2)
- Introduction to ML:
- Supervised, unsupervised, semi-supervised, and reinforcement learning
- Regression vs classification
- Develop unsupervised topic modeling algorithms
- Develop a supervised LSTM regression model
- Use advanced transfer learning methods from hugging face/ BERT/Fastai to develop a model
- Build an automated data preprocessing, cleaning and feature generation pipeline
- Explainable AI to gather insights from the model
- Build a model training pipeline
- Deploy model using Docker
- Deploy model in Kubernetes
- Deploy model in Sagemaker
- Manage model training pipeline using Kubeflow/MLflow
- Model CI/CD with VertexAI
Hands-on Healthcare, Manufacturing or Telco Use Case (Week 3)
- Suggestive Project based on industry real-life data will be developed on Azure Cloud
- Network Analytics
Advanced Python for Data Science (Applied Program)
Course fee is 100% refundable if students cannot join the program and wants to cancel their admission. Once students join the program, payment cannot be refunded.