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Machine Learning Training:-
Welcome to VMOnlineTraining, we are offering live Machine Learning Training in Chennai, Bangalore, India, USA, by our Machine Learning Experts. An experienced instructor will share relevant theoretical and hands-on knowledge on developing Machine Learning Algorithms. One to One sessions and corporate batches available on their request for Machine Learning Online Training. This course aims to train engineers to develop machine learning algorithms. It will contain lots of theory, practical and many end-to-end Machine Learning implementations.
PREREQUISITE
The participants are preferred to have some overview of any language like Python or R, preferably Python.
PROGRAM COROLLARY
An experienced instructor will share relevant theoretical and hands-on knowledge on developing Machine Learning Algorithms.
Machine Learning Online Training course outline:-
- Basics of Data Science and Machine Learning.
- Setting up Anaconda & Python Notebooks.
- Python Data Science ecosystem Introduction.
- Working on notebooks for Data Science
- End-2-End cycle of ML Implementation
- Data Cleaning & Wrangling
- Data Compression & Dimensionality Reduction
- Missing Values and Outlier
- Feature Generation & Importance
- ML for Feature Engineering & Pre-Processing
- Gradient Descent
- Linear Regression
- Logistic Regression
- Regularization
- Multiple Variables
- Time Series
- Decision Trees
- Random Forest
- Boosting Trees
- XGBoost
- Support Vector Machines
- Principal Component Analysis
- Ridge Regression
- Spectral Clustering
- KNN
- K-Means
- Hierarchical Clustering