
4.8/5 (182+ ratings)
🎓 347+ Students EnrolledWhy This Course?
This Machine Learning course provides a comprehensive introduction to the core concepts and advanced techniques in ML. You will learn how to preprocess data, build machine learning models, and evaluate their performance. The course covers supervised and unsupervised learning, deep learning fundamentals, and practical applications using Python. By the end, you’ll have the skills to create intelligent models and work with real-world datasets for data-driven decision-making.
You'll Get:
- Lifetime access to all course materials and future updates
- Hands-on projects with real-world datasets
- Exclusive access to a Machine Learning community
- Certificate of completion included at no extra cost
- One-on-one mentorship for career guidance
Course Includes:
1080p HD Video Lectures
24/7 Support
At EskillsPro, we provide high-quality Machine Learning training to help you develop industry-relevant skills. With hands-on projects, expert-led sessions, and real-world datasets, you’ll be fully prepared to apply ML in various domains. Our money-back guarantee ensures you achieve your learning goals risk-free.
Detailed Curriculum
Introduction to Machine Learning
Fundamentals- What is Machine Learning? Applications and Use Cases
- Understanding Supervised vs. Unsupervised Learning
- Setting Up Your ML Environment (Python, Jupyter, and Libraries)
Data Preprocessing & Feature Engineering
Advanced- Handling Missing Data and Outliers
- Feature Scaling and Encoding Categorical Data
- Dimensionality Reduction Techniques
Supervised Learning Algorithms
Advanced- Linear Regression and Logistic Regression
- Decision Trees and Random Forest
- Support Vector Machines (SVM) and k-Nearest Neighbors (k-NN)
Unsupervised Learning & Clustering
Advanced- K-Means and Hierarchical Clustering
- Principal Component Analysis (PCA)
- Anomaly Detection Techniques
Neural Networks & Deep Learning
Advanced- Introduction to Artificial Neural Networks
- Building Deep Learning Models with TensorFlow and Keras
- Understanding CNNs for Image Classification
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Rated 4.8/5 by 182+ students