Data Science Internship in Coimbatore

Data Science internship in Coimbatore

Kickstart your career with a Data Science internship in Coimbatore, where you’ll gain hands-on experience in data analysis, machine learning, artificial intelligence, and big data technologies. Work on real-world projects with industry professionals and enhance your skills in Python, R, SQL, and data visualization tools. Coimbatore’s growing tech ecosystem provides excellent opportunities for aspiring data scientists to build a strong foundation and gain practical insights into the field.

What We Provide

Our Internship in coimbatore programs are designed to provided students with real world experience,Where they can develop their skills in various tech

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What you’ll learn

Basics of SQL Syntax and Commands
Retrieving Data Using SELECT Statement
Filtering Data Using WHERE Clause
Sorting Data Using ORDER BY Clause
Joins in SQL: INNER JOIN, LEFT JOIN, RIGHT JOIN
Grouping Data Using GROUP BY Clause
Subqueries and Common Table Expressions (CTEs)
Advanced SQL Concepts: Window Functions
Data sciences internship in coimbatore

Overview of Excel Interface and Basic Functionalities
Importing Data into Excel from Various Sources
Basic Functions: SUM, AVERAGE, COUNT, etc
Creating PivotTables and PivotCharts
Data Visualization Using Charts and Graphs
Text Functions
Date Functions, and Data Manipulation
Data sciences internship in coimbatore

Array
Operators
Variables
Data types
Comments
Conditions
Function
Loop
Object
Regular Expressions
File handling
Pickling, and many more essential concepts
Algorithm thinking
Data sciences internship in coimbatore

Descriptive Statistics
Probability Theory

Definitions and concepts
Importance in Data Science
Types of data: Quantitative vs. Qualitative
Measures of central tendency: Mean, Median, Mode
Measures of variability: Range, Variance, Standard Deviation, Interquartile Range
Data visualization: Histograms, Box plots, Bar charts, Scatter plots
Data sciences internship in coimbatore

Basic probability concepts
Probability axioms and rules
Conditional probability and Bayes' theorem
Independent and dependent events
Probability mass function (PMF) and probability density function (PDF)
Text Functions
Date Functions, and Data Manipulation
Data sciences internship in coimbatore
Data sciences internship in coimbatore

Machine Learning
Deep Learning

Introduction to Machine Learning
Overview
Types of Machine Learning
Linear Regression
Logistic Regression
K-Nearest Neighbors (KNN)
Decision Trees
Model Evaluation Metrics
Support Vector Machines (SVM)
Dimensionality Reduction
Data sciences internship in coimbatore

Convolutional Neural Networks (CNNs) for image recognition
Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for sequence modeling
Generative Adversarial Networks (GANs)
Autoencoders
Perceptrons and multilayer perceptrons
Data sciences internship in coimbatore