Data Science
Extract insights from data using Python, statistics and ML.
Technical Domain — Curriculum
15 Modules • 12 Weeks • Intermediate
Download the complete Navaloom curriculum for Data Science or enroll now to start learning with mentor support, real-world projects and a government-recognized certificate.
Why This Internship
Reasons to choose Data Science
Data Scientist ranked among the top jobs of the decade
Master the full pipeline — data cleaning, modeling, storytelling
Portfolio of end-to-end DS projects on real datasets
What You Will Learn
Skills you'll walk away with
Internship Syllabus
15-Module Detailed Curriculum
01Module 1Introduction to Data Science
- DS Lifecycle
- Roles & Tools
- Case Studies
- Environment Setup
02Module 2Python Programming
- Data Types
- Functions
- OOP
- File Handling
03Module 3NumPy & Pandas
- Arrays & Series
- DataFrames
- Groupby
- Merging & Joining
04Module 4Data Visualization
- Matplotlib
- Seaborn
- Plotly
- Storytelling with Data
05Module 5Statistics for DS
- Descriptive Stats
- Probability
- Distributions
- Hypothesis Testing
06Module 6SQL for Data Science
- SELECT & JOINs
- Aggregations
- Window Functions
- CTEs
07Module 7Exploratory Data Analysis
- Data Cleaning
- Missing Values
- Outliers
- Feature Engineering
08Module 8Supervised ML
- Linear & Logistic Regression
- Decision Trees
- Random Forest
- XGBoost
09Module 9Unsupervised ML
- K-Means
- Hierarchical Clustering
- PCA
- Anomaly Detection
10Module 10Time Series Analysis
- Trends & Seasonality
- ARIMA
- Prophet
- Forecasting
11Module 11Intro to Deep Learning
- Neural Nets
- Keras
- CNN Basics
- Transfer Learning
12Module 12Model Deployment
- Flask API
- Streamlit Apps
- Docker
- Cloud Hosting
13Module 13Big Data Basics
- Hadoop
- Spark
- Distributed Computing
- PySpark
14Module 14Business Case Studies
- Retail Analytics
- Fraud Detection
- Churn Prediction
- Recommendation Systems
15Module 15Capstone Project
- Problem Framing
- Full Pipeline
- Deployment
- Storytelling Report
Hands-On
Real-World Projects
- 1Customer Churn Prediction
- 2Sales Forecasting Dashboard
- 3Movie Recommendation Engine
- 4Fraud Detection Model
Student Testimonials
What our alumni say
"The Data Science program at Navaloom was practical, hands-on and completely changed my career trajectory."
"Mentors were incredibly supportive and the capstone project helped me stand out in interviews."
"The curriculum was perfectly aligned with industry expectations. Highly recommended!"
Certification
Government-Recognized Certificate
MSME & AICTE Certified Data Science Certificate + Internship Eligibility Letter, Letter of Recommendation and Placement Support.
Ready to start your Data Science journey?
Enroll today and get certification, mentor support and placement assistance.
