Artificial Intelligence · Workshop

Masterclass on Statistical Data Analysis and Deep Learning

Master the Power of Statistics and Deep Learning for Smarter Data-Driven Decisions

ModeVirtual / Online
LevelModerate
Fee₹2,499

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Delivery Mode

Virtual / Online

Level

Moderate

Certificate

Mentor Based

Language

English

Rating

5 Stars

Structure

📅 Day 1: Foundations of Statistical Data Analysis for Research Data

Introduction to statistical data analysis in research and industry
Understanding structured researcher datasets
Data types, variables, missing values, and outliers
Descriptive statistics: mean, median, mode, variance, and standard deviation
Data visualization for research insights
Trend analysis using researcher profiles, domains, and publication areas

🛠️ Hands-on Activity:

Exploratory Data Analysis on MDPI Researcher Dataset using Google Colab Participants will clean researcher data, analyze research domains, and create basic visualizations using Python libraries such as Pandas, NumPy, and Matplotlib.

📅 Day 2: Advanced Statistical Analysis and Predictive Insights

Inferential statistics for research-based datasets
Correlation analysis and feature relationships
Hypothesis testing for data-driven decision-making
Regression analysis for prediction and trend understanding
Feature engineering for researcher and publication data
Introduction to machine learning workflow for structured datasets

🛠️ Hands-on Activity:

Predictive Analysis on Researcher Dataset using Python Notebook Participants will perform correlation analysis, build a simple regression or classification model, and interpret the results using Google Colab.

📅 Day 3: Deep Learning for Intelligent Data Analysis

Introduction to deep learning and neural networks
Difference between machine learning and deep learning
Deep learning workflow: input, layers, activation, training, and prediction
Applying deep learning to structured and text-based research data
Research trend classification using neural networks
Model evaluation, accuracy, loss, and performance improvement
Future scope: AI-powered research analytics, automated profiling, and intelligent outreach

🛠️ Hands-on Activity:

Build a Basic Deep Learning Model in Google Colab Participants will create a simple neural network model using TensorFlow/Keras to classify or predict research-related categories from the MDPI researcher dataset.

Masterclass on Statistical Data Analysis and Deep Learning

Masterclass on Statistical Data Analysis and Deep Learning

About Workshop

Aim

What Participants Will Learn

Structure

📅 Day 1: Foundations of Statistical Data Analysis for Research Data

📅 Day 2: Advanced Statistical Analysis and Predictive Insights

📅 Day 3: Deep Learning for Intelligent Data Analysis

Important Dates

Registration Ends

Workshop Dates

What You Will Gain

Outcomes

Who Should Attend