Course Description
Are you ready to dive into the world of Data Science and Machine Learning?
Sparkup IT Academy’s 168-hour DSML with Python course in Kathmandu, is perfect to gain comprehensive knowledge, hands-on experience, and internship opportunities to ensure you're ready to face real-world challenges. Taught by expert instructors in small batches, this course combines flexibility, interactivity, and practicality to give you a head start in your career.
DSML with Python stands for Data Science and Machine Learning with Python. It refers to using Python programming for performing data science and machine learning tasks, including data preprocessing, analysis, visualization, model building, and deployment.
This DSML with Python course in Kathmandu is beginner-friendly, affordable and will ensure a smooth learning journey.
What You’ll Learn
Python Programming (Beginner-Friendly):
- Learn Python from scratch — variables, loops, functions, object-oriented programming, and file handling
- Solve real-world problems through structured programming logic and reusable code
Data Analysis Essentials:
- Master data types, statistical measures, and visualizations
- Work with NumPy and Pandas to manipulate, clean, and explore real datasets
- Build a solid foundation in probability and exploratory data analysis (EDA)
- Learn to scrape data from the web using BeautifulSoup and requests
Machine Learning & AI Fundamentals:
- Explore supervised and unsupervised learning: regression, classification, clustering, and dimensionality reduction
- Understand key algorithms like Linear Regression, Logistic Regression, Decision Trees, Random Forests, Naive Bayes, and KMeans
- Learn evaluation techniques: Accuracy, F1 Score, Confusion Matrix, ROC-AUC, and more
- Get hands-on with time series analysis, sentiment analysis, and basic neural networks
- Build end-to-end machine learning workflows using Scikit-learn and real-world datasets
Deployment & Tools:
- Build and deploy ML models with Flask and Streamlit
- Use Git and GitHub for version control and collaboration
- Learn about ethics in AI, model bias, and explainability with SHAP and LIME
- Cap off your journey with industry-focused capstone projects
Course Highlights
- Hands-on Projects: Work on real-world projects that integrate all aspects of DSML with Python.
- Expert Instructors: You will be guided by experienced developers with real-world Python expertise.
- Small Batch Sizes: Get personalized attention and support in a focused, interactive learning environment as we offer admission to 10-15 students per batch.
- Flexible Timings and Payment: Choose between online or offline modes, with flexible time slots from morning, afternoon or evening. Our fees are affordable and we offer an installment based payment system ensuring our students can learn without financial stress.
- Certification: Upon successful completion of the course, you will be awarded an official certification that validates your newly gained skills and expertise. This certificate can enhance your career prospects and open doors to new opportunities.
- Continuous Support and Resources: Learning doesn't stop at the end of a course. Sparkup IT Academy offers continuous support and resources, including access to updated study materials, career guidance, networking opportunities, and alumni support.
What Will You Achieve?
- Become a Full-Stack Data Scientist: Gain proficiency from data wrangling and modeling to deployment
- Get Job-Ready: Be prepared for roles such as Data Analyst, ML Engineer, Python Developer, and more
- Enhance Your Problem-Solving Skills: Solve industry-inspired challenges and case studies
- Build an Impressive Portfolio: Complete capstone projects that you can showcase to employers or freelance clients
- Stand Out in the Job Market: Use your certification, GitHub portfolio, and project experience to land jobs in Nepal or abroad
Career Opportunities
Upon completion, you'll be equipped to take on roles like:
- Data Analyst – Analyzing patterns and trends using Python, Pandas, and visualization tools
- Machine Learning Engineer – Building predictive models for finance, healthcare, e-commerce, etc.
- Backend Developer – Developing and deploying Python-based applications using Flask or FastAPI
- AI & NLP Engineer – Working on chatbots, sentiment analysis, and language models
- Freelancer & Remote Worker – Offering services on Upwork, Fiverr, and global platforms
- Data Engineer or DevOps Role
– Automating pipelines and deploying models in the cloud
Why choose us ?
At Sparkup IT Academy, we offer the best DSML with Python Training in Kathmandu, designed to equip you with in-demand skills and practical experience. Our courses are not only affordable but also come with a guaranteed internship placement, giving a strong start in your career. With expert instructors, hands-on projects, and a career-focused curriculum, we ensure that you gain the confidence and expertise to thrive in the tech industry.
Make the right choice—join Sparkup IT Academy and become one of Nepal’s top Data Scientist or AI Engineer.
REGISTER NOW
