Digital & Emerging Technology Credit eligibleNCrF 7.5

Certificate program in Data Science & Machine Learning - E-Learning

Name: Certificate program in Data Science & Machine Learning - E-Learning
Price: 1250 INR

Master data analysis, statistical modeling, machine learning algorithms, and data visualization. Develop skills to solve real-world problems using data-driven approaches.

₹1,250

Offered by ExcelR11 hrs theory · 19 hrs practicalEnglishExcelR

Learning outcomes

• Understand descriptive and inferential statistics

• Install and use Python and Jupyter Notebook

• Apply regression, clustering, and EDA techniques

• Use PCA, association rules, recommendation systems

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• Implement decision trees and feature engineering

• Evaluate models and apply ensemble methods (Bagging, Boosting, Random Forest, XGBM, LGBM)

• Work with KNN, SVM, Lasso, Ridge Regression, ANN, CNN

• Perform text mining and forecasting

• Complete a practical project

More details

Master data analysis, statistical modeling, machine learning algorithms, and data visualization. Develop skills to solve real-world problems using data-driven approaches.

Assessment & certification

Assessment feeIncluded — no extra fee

ModeOnline

TypeMCQ

Assessment providerExcelR

Certificate providerSWAYAM Plus and ExcelR

Intended audience

Data Analyst, • Data Scientist, • ML Engineer, • Statistical Analyst, • Business Analyst, • Data Science Associate, • Research Analyst

Prerequisites

BE / B. Tech / ME / M. Tech / Degree

Level

Certification

Skills you'll gain

• Descriptive & Inferential Stats• Python Programming• EDA• Regression & Clustering Models• PCA & Dimensionality Reduction• Association Rules & Recommendations• Decision Trees• Feature Engineering• Model Evaluation• Bagging & Boosting• XGBMLGBM• KNNSVM• Lasso & Ridge Regression• ANNCNN• Text Mining & Forecasting• Project Implementation

Certificate program in Data Science & Machine Learning - E-Learning

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