Data Science Course Training by ExcelR Solutions Training Institute Bangalore
Data Science Course Training free videos and free material uploaded by ExcelR Solutions staff .
Module 1 - Data Science Project Lifecycle
Module 2 - Introduction To Basic Statistics Using R And Python
Module 3 - Probability And Hypothesis Testing
Module 4 -Exploratory Data Analysis -1
Module 5 - Linear Regression
Module 6 - Logistic Regression
Module - 7 Deployment
Module 8 - Data Mining Unsupervised Clustering
Module 9 - Dimension Reduction Techniques
Module 10 - Association Rules
Module 11 - Recommender System
Module 12 - Introduction To Supervised Machine Learning
Module 13 - Decision Tree
Module 14 - Exploratory Data Analysis - 2
Module 15: Feature Engineering
Module 16: Model Validation Methods
Module 17:Ensembled Techniques
Module 18 - KNN And Support Vector Machines
Module 19 - Regularization Techniques
Module 20 - Neural Networks
Module 21 - Text Mining
Module 22 - Natural Language Processing
Module 23 - Naive Bayes
Module 24 - Forecasting
Module 25 - Survival Analysis
Module 26 - End To End Project Description With Deployment
Assignments/Projects/Placement Support
Module 27 - Assignments
Module 28 - Projects
Module 29 - Resume Prep And Interview Support
Value added courses
Module 30 - Basics Of Hadoop And Spark
Module 31 - Basics Of R
Module 32 - Basics Of Python
Module 33 - Basics Of MYSQL
Module 34 - Tableau
Module 35 - Artificial Intelligence (AI)
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