PGP in Data Science & AI
5.0 /5- Offered byAccredian
PGP in Data Science & AI at Accredian Overview
Duration | 12 months |
Total fee | ₹4.00 Lakh |
Mode of learning | Online |
Credential | Certificate |
PGP in Data Science & AI at Accredian Highlights
- Earn a internationally accepted certificate
- Get 70% scholarship on program fee
- Learn from a minor capstone project
- Get a job guarantee (Add-on Service)
- Build a great project portfolio
PGP in Data Science & AI at Accredian Course details
- Comprehensive curriculum covers live online classes including assignments, projects & specializations
- Data science career launchpad gives access to resume & GitHub builder
- Participate in Mock interviews & get ahead in career
- Personalized learning experience with Data Science Mentors who'll help students master top skills
PGP in Data Science & AI at Accredian Curriculum
Term - I : Data Analysis with Python
Data Science Fundamentals
Data Operation with Numpy
Data Manipulation with Pandas
Term - II : Data Visualization Techniques
Introduction to Data Visualization
Data Visualization using Matplotlib
Hands-on Pandas for Rapid Visualization
Seaborn for Data Visualization
Term - III : EDA & Data Storytelling
Introduction to Exploratory Data Analysis
EDA Framework Deep Dive
Scientific Exploration of Industry Data (Case Study)
Student Presentations & Insight Delivery
Minor Capstone Project
Term - IV : Machine Learning Foundation
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term - V : Machine Learning Intermediate
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Bayes Classifier
Term - VI (Mandatory): Machine Learning Advanced
KNN (K-Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
PGP in Data Science & AI at Accredian Faculty details
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