Global Certificate in Data Science Program at Accredian Overview
Duration | 6 months |
Mode of learning | Online |
Credential | Certificate |
Global Certificate in Data Science Program at Accredian Highlights
- Earn a certificate upon completion
- No Cost EMI upto 12 months
- Daily doubt clearing session
- Term projects & Capstone projects
- Placement Support & Assistance
Global Certificate in Data Science Program at Accredian Course details
- For Engineers, Project Managers, Consultants & Non-technical backgrounds (Teachers, Sales & Marketing) & anyone interested in upskilling in Data Science
- In this course participants can learn about Master Data Analytics, Machine Learning & Visualization
Global Certificate in Data Science Program at Accredian Curriculum
Term 1 : Data Analysis with Python
Data Science Fundamentals
Data Operation with Numpy
Data Manipulation with Pandas
Term 2 : Data Visualization Techniques
Introduction to Data Visualization
Data Visualization using Matplotlib
Hands-on Pandas for Rapid Visualization
Seaborn for Data Visualization
Term 3 : 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 4 : Machine Learning Foundation
Introduction to Machine Learning
Linear Regression
Logistic Regression
Model Evaluation Techniques
Term 5 : Machine Learning Intermediate
Decision Trees
Random Forests
Dimentionality Reduction using PCA
Naive Bayes Classifier
Term 6 (Mandatory): Machine Learning Advanced
KNN (K-Nearest neighbors)
K-means Clustering
Ensemble Learning
Optimization
Major Capstone Project
Other courses offered by Accredian
Student Forum
Anything you would want to ask experts?