DSML With Python

Course Description

Are you ready to dive into the world of Data Science and Machine Learning?

Sparkup IT Academy’s 120-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

1. Python for Data Science & ML

Python is the backbone of Data Science and AI. You’ll start with Python basics and progress to using powerful libraries such as:

• Pandas – For data manipulation and analysis
• NumPy – For numerical computing and efficient matrix operations
• Matplotlib & Seaborn – For data visualization and storytelling

2. Data Preprocessing & Exploration

Before building models, it's crucial to clean and transform raw data into meaningful insights. You’ll learn:

• Data collection & handling techniques
• Cleaning messy datasets
• Feature engineering & transformation
• Exploratory Data Analysis (EDA)

3. Machine Learning Algorithms & Model Building

You’ll dive into the core machine learning algorithms and understand how they work, including:

   1.Supervised Learning (Regression & Classification)

• Linear Regression & Logistic Regression
• Decision Trees & Random Forest
• Support Vector Machines (SVM)
• Naïve Bayes

   2.Unsupervised Learning (Clustering & Dimensionality Reduction)

• K-Means Clustering
• Principal Component Analysis (PCA)

   3.Neural Networks & Deep Learning (Introduction)

• Basics of Artificial Neural Networks (ANN)
• Introduction to TensorFlow & Keras

4. Hands-on Projects & Real-World Applications

Learning by doing is the best approach! You will:

• Work with real-world datasets to solve industry-relevant problems
• Learn how to train, evaluate, and fine-tune ML models
• Implement a capstone project, showcasing everything you’ve learned

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 You’ll Achieve
By the end of the course, you’ll 

• Mastery of Data Science & ML Tools: Be comfortable using Python, Pandas, NumPy, Matplotlib, Scikit-learn, and TensorFlow for data science and machine learning tasks.
• Mastery of Data Science & ML Tools: Build and present a real-world project, demonstrating your ability to apply machine learning concepts—a crucial step to stand out in job applications.
• Problem-Solving & Analytical Thinking: Develop critical thinking skills needed to approach and solve data-driven business problems.
• Confidence to Apply for Data Science & AI Roles: With the skills, project experience, and internship exposure, you’ll be well-prepared for roles like:

1. Data Analyst
2. Machine Learning Engineer
3. Business Intelligence Analyst
4. AI Research Assistant

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