Vepsun technology Data Science Course
- Offered byVepsun Technologies
Vepsun technology Data Science Course at Vepsun Technologies Overview
Duration | 3 months |
Total fee | ₹24,000 |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website |
Credential | Certificate |
Vepsun technology Data Science Course at Vepsun Technologies Highlights
- Real-life Case Studies
- Lifetime Access
- 1-on-1 Industry Mentor
- Personalised Resume Feedback
- Assignments
- Earn a certification after completiion
Vepsun technology Data Science Course at Vepsun Technologies Course details
- Analysts, statisticians, data engineers, business intelligence professionals, and decision-makers seeking actionable insights from data
- Data science is a multidisciplinary field combining statistical analysis, machine learning, and domain expertise to extract meaningful insights from complex datasets
- By employing algorithms and predictive models, data scientists uncover patterns, trends, and valuable knowledge, facilitating informed decision-making and driving innovation across various industries
Vepsun technology Data Science Course at Vepsun Technologies Curriculum
Introduction to Python
Concepts of Python Programming
Configuration of Development Environment
Data Science Fundamentals
Introduction to Data Science
Real world Use-Cases of Data Science
Introduction to NumPy
Basics of NumPy Arrays
Mathematical operations in NumPy
Data Visualization in Python
Plotting Basic Charts in Python
Data Visualization with Matplotlib
Data Manipulation with Pandas
Data Structures in Pandas-Series and Data Frames
Data Cleaning in Pandas
Exploratory Data Analysis
Introduction to Exploratory Data Analysis (EDA)
Plots to Explore Relationship between Two Variables
Linear Regression
Introduction to Linear Regression
Use Cases of Linear Regression
Logistic Regression
Introduction to Logistic Regression
Logistic Regression Use Cases
Dimensionality Reduction using PCA
Introduction to Curse of Dimensionality
What is Dimensionality Reduction?
K-Means Clustering
Introduction to K-means Clustering
Decide Clusters by Adjusting Centroids