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