I provide training for Machine Learning and Data science using R and Python.
The course is suitable for anyone who is interested in either making the next career move in Data analytics field career or getting an in-depth understanding of concepts involved in machine learning to take their career to next level. The course is designed in a way that it is easy to comprehend by anyone.
The Machine Learning course consists of dedicated 42 hours of lectures
( 28 sessions of 1.5 hours each ) in 3 months , with 3 hours every weekend (1.5 hour each on Saturday and Sunday ),which is spread across Basic, Intermediate and Advanced levels. 1. Basic ( 6 sessions) 2. Intermediate (10 sessions) 3.Advanced (12 sessions)
Some of the topics that will be covered include :
-Supervised Algorithms: Linear Regression, Logistic regression, Decision trees , Random Forest
-Unsupervised Algorithms: Clustering(K-Means, Hierarchical , SOM) etc
- Optimization Techniques: Linear programming
- Data Reduction Techniques: Factor Analysis, PCA etc.
- Time series Forecasting Techniques
-Text mining, Association Rules ,Collaborative filtering
- Neural networks, Support vector machines , XGBoost algorithm etc. Apart from theory. there will be: - Hands on problem solving with real life examples
- Take home assignments
- Case studies related to Marketing, Financial , Retail and eCommerce analytics - Assistance on preparing for interviews.
Quote: Rs. 5000 Per Month
Duration:2/3 months depending on Basic/Intermediate/Advanced levels.
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