NumPy Training
This NumPy training course is designed to provide learners with a strong foundation in NumPy, a powerful numerical computing library for Python. It covers basic to advanced concepts, making it suitable for beginners, professionals, and those looking to transition into data science, machine learning, scientific computing, or numerical analysis.
Module 1 : Introduction to NumPy
- Overview of NumPy & Its Importance
- Installing NumPy
- Understanding NumPy Arrays vs. Python Lists
Module 2 : NumPy Basics
- Creating NumPy Arrays (1D, 2D, 3D)
- Data Types in NumPy
- Indexing, Slicing & Iteration
Module 3 : Array Operations
- Mathematical Operations on Arrays
- Broadcasting & Vectorization
- Aggregations (sum, mean, max, min)
Module 4 : Advanced NumPy Concepts
- Reshaping and Resizing Arrays
- Stacking & Splitting Arrays
- Filtering and Boolean Indexing
Module 5 : Working with Data Using NumPy
- Reading and Writing Data (CSV, TXT)
- Handling Missing Data with NumPy
- Performance Optimization with NumPy
Module 6 : NumPy for Data Science & Machine Learning
- NumPy with Pandas and Matplotlib
- Using NumPy for Linear Algebra (dot product, eigenvalues, determinants)
- Random Number Generation & Simulations
Tools & Technologies Covered
- NumPy (Latest Version)
- Jupyter Notebook, PyCharm, VS Code
- Integration with Pandas, Matplotlib, and Scikit-learn
Certification & Career Opportunities
- Course completion certificate
- Career paths: Data Scientist, Machine Learning Engineer, Data Analyst, AI Engineer
Who Should Take This Course?
- Beginners with no programming experience
- IT professionals looking to upskill
- Data analysts and engineers
- Software developers and testers
- Anyone interested in automation, AI, or web development
Key Features
- Certification : Upon completion, many courses offer a certificate of completion that can be useful for career advancement and job opportunities.
- Affordable course fees
- Interview Prepation
- Dedicated Success Coach for Every Student
- We provide quality content
- Live seminars are organized by expert developers
- We provide training from IT experts
- 100% Placement Support