Data Science
Intermediate
Data Science & Machine Learning
12 weeks
1,245 students
4.8 rating
Python Programming
Statistical Analysis
Data Visualization
Machine Learning
Deep Learning Fundamentals
Natural Language Processing
Rs. 9,000Rs. 12,000
Real-world projects using Nepali datasets
1-on-1 mentoring sessions with industry experts
Job placement assistance with partner companies
Access to cloud computing resources
Certificate of completion recognized by industry partners
Dr. Anish Joshi
Data Science Lead at Verisk Nepal
10+ years in data science and machine learning experience
Course Curriculum
Python for Data Science
2 weeks
- Python Fundamentals
- Data Structures and Functions
- NumPy for Numerical Computing
- Pandas for Data Manipulation
- Data Cleaning and Preprocessing
Data Analysis and Visualization
2 weeks
- Exploratory Data Analysis
- Statistical Analysis with SciPy
- Data Visualization with Matplotlib
- Interactive Visualizations with Plotly
- Dashboard Creation with Streamlit
Machine Learning Fundamentals
3 weeks
- Supervised vs Unsupervised Learning
- Regression Algorithms
- Classification Algorithms
- Model Evaluation and Validation
- Feature Engineering
Advanced Machine Learning
2 weeks
- Ensemble Methods
- Clustering Techniques
- Dimensionality Reduction
- Time Series Analysis
- Anomaly Detection
Deep Learning and Neural Networks
2 weeks
- Neural Network Fundamentals
- TensorFlow and Keras
- Convolutional Neural Networks
- Recurrent Neural Networks
- Transfer Learning
Capstone Project
1 week
- Project Planning and Dataset Selection
- Data Collection and Preprocessing
- Model Development and Training
- Model Deployment
- Final Presentation