DATA SCIENCE
What’s the course about
Data Science is considered as a professional field that includes the process of extracting the knowledge using the data. There are lots of elements like computer science, mathematics, statistics, and data analysis; all of them are meant for developing the models.
The ideal models are meant for creating the processes, designing advanced systems and exploring the theories in a better way. Data Science has created a new world of opportunities and makes you see the ‘big picture’ of data.
Discover your career as a Data Scientist!
Course objective:
The main objective of this course is to give a comprehensive knowledge of the basic techniques for creating intelligent computer systems.
Course on Data Science
Duration: 60 Hrs- Data Analytics & its Methodology
- Fundamental of statistics
- Data Visualization
- Data Distribution & Correlation
- Test of significance – Hypothesis testing, t-Test, ANOVA
- Data Mining – Unsupervised & Supervised
- Regression Analysis – Linear & Logistic
- Cluster Analysis – Hierarchical & k-Means
- Time-series Analysis
- Text Mining
- Employability Proficiency Program
Diploma in Data Science I - Data Science + Data Science Using Python
Duration: 98 Hrs- Introduction to Data Science
- Overview on Python programming
- Exploratory Data Analysis (EDA)
- Data Visualization
- Data Distribution & Correlation
- Regression Analysis
- Clustering – Hierarchical & K-means
- Classification – KNN, Naïve Bayes
- Decision Tree, Random Forest
- Text Mining, WordCloud
- Dimension Reduction, Association Rules
- Forecasting / Time Series
- Employability Proficiency Program
Diploma in Data Science II - Data Science + Machine Learning
Duration: 104 Hrs- Introduction to Machine Learning
- Programming with R
- R based projects development
- Programming with python
- Python based projects development
- Statistics Essentials
- Knowledge extraction using Statistics Essentials
- Pre program preparation
- Supervised Learning
- Classification Algorithms
- Regression Algorithms
- Unsupervised Learning
- Deep learning(Neural Networks)
- Data Analysis
- Employability Proficiency Program
Master in Data Science
Duration: 138 Hrs- Data Science
- Machine Learning
- Data Science Using Python
- Employability Proficiency Program
# DEEP LEARNING MODULE
- Artificial Intelligence
- Statistics Essentials
- Pre-Program Preparation
- Python
- Machine learning
- OPEN-CV
- Natural Language Processing
- Deep Learning
- TensorFlow
# JOB OPPORTUNITIES
What IT jobs will be hot in the age of AI?
Take a sneak peek at roles likely to be in demand
- Intelligence Designer
- Data Curator
- Data Evangelist
- Machine Learning Data Scientist
- Robotics Process Analyst
- Digital Knowledge Manager
- AI Interaction Designer
- Cognitive Copywriter
AVERAGE DATA SCIENCE JOB SALARY PER ANNUM BY EXPERIENCE – INDIA
5675085/-
0-5 Year Experience Annual Salary
6817772/-
5-10 Year Experience Annual Salary
7646100/-
10-20 Year above Experience Annual Salary