Course Overview
Unlock the power of data. Data Science is the driving force behind modern business decisions, AI, and predictive modeling. This comprehensive program covers Python programming, statistical analysis, machine learning algorithms, and data visualization tools to make you a complete Data Scientist.
At GSNT India, our Data Science certification program is structured to bridge the gap between academic learning and industry expectations. Through our 360-degree education model, you won't just learn syntax or theory; you will build real-world projects, understand best practices, and become a job-ready professional.
Detailed Syllabus
Click on any module to view the comprehensive topics covered in this curriculum.
- Python Basics
- Data Structures
- Functions & Modules
- NumPy for Numerical Computing
- Pandas for Data Manipulation
- Descriptive Statistics
- Inferential Statistics
- Probability Distributions
- Hypothesis Testing
- A/B Testing
- Data Cleaning
- Handling Missing Values
- Outlier Detection
- Exploratory Data Analysis
- Feature Engineering
- Matplotlib & Seaborn
- Interactive Plots with Plotly
- Dashboarding Basics
- Tableau Fundamentals
- Power BI Basics
- Linear Regression
- Logistic Regression
- Decision Trees & Random Forests
- Support Vector Machines (SVM)
- Model Evaluation Metrics
- K-Means Clustering
- Hierarchical Clustering
- Principal Component Analysis (PCA)
- Association Rules
- Recommendation Systems
- Introduction to Neural Networks
- TensorFlow & Keras
- Convolutional Neural Networks (CNN)
- Natural Language Processing (NLP)
- Time Series Forecasting
- End-to-End ML Pipeline
- Deploying Models
- Kaggle Competitions
- Portfolio Building
- Interview Prep
Frequently Asked Questions
The typical duration is 2 to 4 months depending on the batch (weekday/weekend) and learning pace.
No, this course is designed to be beginner-friendly. We start from the absolute basics.
Yes! We provide 100% placement assistance, including mock interviews, resume preparation, and direct referrals to our hiring partners.
Yes, upon successful completion and project submission, you will receive a verified certification from GSNT India.
We believe in hands-on learning. The course is 70% practical, focusing on live projects and real-world scenarios.
We offer flexible timings, including morning, evening, and weekend batches for working professionals.
Our trainers are industry veterans with 5-10+ years of active experience in top tech companies.
You can click on the 'Contact Us' or 'Enroll Now' button, or call us directly at +91 93262 82277.
