
Course Overview
Join Vidhyawave's best Machine Learning program in Jaipur! Our Machine Learning course is meticulously designed to equip participants with comprehensive knowledge and practical skills in developing intelligent systems and algorithms. Delve into the intricacies of machine learning fundamentals, data preprocessing, model training, and evaluation strategies. Explore advanced topics including deep learning, natural language processing, and reinforcement learning to solve complex problems effectively. Hands-on labs and real-world projects provide invaluable experience in applying machine learning techniques. Secure your future in technology with Vidhyawave's comprehensive Machine Learning course and embark on a rewarding career journey with confidence.
Key Topics Covered:
- Introduction to Machine Learning: Understanding the fundamentals and applications of machine learning.
- Data Preprocessing: Techniques for cleaning and preparing data for analysis.
- Supervised Learning: Exploring algorithms like regression and classification.
- Unsupervised Learning: Understanding clustering and dimensionality reduction techniques.
- Model Evaluation: Methods for assessing model performance and accuracy.
- Deep Learning: Introduction to neural networks and their applications.
Course Content
- Introduction to Python & ML
- Installing Python & jupyter notebook
- Python syntax and basic data types
- operators
- Conditional statements, Loops and Function
- Indexing, slicing, list comprehension
- Handling exceptions & error
- Object-Oriented Programming (OOPS)
- Supervised, Unsupervised, Reinforcement Learning
- Numpy
- pandas for data analysis
- Matplotlib for data visualization
- Data Pre-processing
- Exploratory Data Analysis
- Regressions
- Decision Tree & Random Forest
- Classification
- Support Vector Machines
- Clustering (K-Means, Hierarchical)
- Model Deployment and Conclusion