Data Science
20-30 days
Next session starts from Jul 2025
Master data science in 30 hours! Learn Python, ML, stats, and real tools through hands-on projects. Build and deploy models with confidence—perfect for beginners and career switchers.
Data Science Course In Nepal
Master Data Science in Nepal through hands-on training in Python, statistics, data analysis, and machine learning—perfect for beginners and career changers looking to build job-ready skills fast.
Syllabus
(30 hours) 20 - 30 days
What is Data Science? Lifecycle and Use Cases
Roles: Data Analyst, Scientist, Engineer
Python for Data Science: Jupyter, Anaconda, Git
Libraries Overview
Linear Algebra Essentials
Probability & Statistics
Calculus & Optimization
Data Sources: CSV, APIs, Databases, Web Scraping
Cleaning Data: Handling Missing, Duplicates, Outliers
Feature Engineering: Encoding, Scaling, Binning
Data Transformation: Aggregation, Pivoting, Grouping
Mini Project 1: Student Performance Analysis
Univariate, Bivariate, Multivariate Analysis
Correlation Matrix, Pairplots, Heatmaps
Histograms, KDE Plots, Boxplots
Dashboarding Tools (optional): Streamlit or Dash
Classification Algorithms
Regression Algorithms
Mini Project 2: Student Performance Prediction
Image Data Basics: Pixels, Channels, Arrays
Preprocessing: Resizing, Normalizing, Augmenting
CNN from Scratch: Convolutions, Filters, Pooling
Transfer Learning: Using Pretrained Models
Face Recognition: Face Detection (Haar/YOLO), Embeddings, FaceNet
Project 3: Face Recognition System
Project 4: Image Classification (Cats vs Dogs or Custom)
Time Series Basics: Trends, Seasonality, Stationarity
Data Preparation: Indexing, Resampling, Rolling Mean
ARIMA & SARIMA (with ACF/PACF Explanation)
Facebook Prophet for Quick Forecasting
LSTM for Sequential Prediction
Project 5: Stock Price Prediction
Model Selection & Comparison
Saving Models with Pickle / Joblib
Streamlit or Flask for Web App Deployment
GitHub + Documentation Best Practices
Presenting Project Findings
Join the Best Data Science Course in Nepal
Start your journey into data science with real-world projects, in-demand tools, and guidance from experienced instructors. Build your confidence and portfolio in under a month!
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Frequently Asked Questions
You’ll learn Python, Pandas, NumPy, Matplotlib, Seaborn, and basic machine learning techniques.
This course is ideal for students, professionals, and career changers with basic computer knowledge. No prior coding experience is required.
We offer both online and in-person options. Choose what works best for you.
Yes! You’ll receive a Data Science Certificate from AITC upon completion.
Yes. The course is designed to prepare you for entry-level roles, internships, or freelance data science work.
Connect with us and let's build something together
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Contact
Our friendly team is here to help
+97715900970
What will you get?
- Client Oriented
- Driven
- Secured
- Solving
- Competent
- Transparent
What next?
- We will contact you at your convenience
- We do discovery and deep discussion on your problems
- We prepare a proposal