INTERSHIP TRAINING MODULES

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An Overview of Analytics and Data Science

Scope of Analytics, Companies and Career Paths, Analytical Tools, Challenges faced in Analytics, Comparative study of the terms Artificial Intelligence, Machine Learning, Deep Learning and Big Data



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Basic Statistics and Probability

The role of Statistics in engineering, engineering method and statistical thinking, Descriptive statistics, Inferential statistics, Probability theory and distribution, Tests of hypothesis, Distance measures and central limit theorem, t –test on a sample data, ANOVA and Chi square tests.

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Numpy


Numpy library in Python provides a high-performance multidimensional array and basic tools to compute with and manipulate arrays (data) used for different types of scientific and engineering applications.


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Pandas

Pandas are a library written for the Python programming language for data manipulation and analysis. It is preferred and widely used tools in data munging/wrangling.

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Basics of Machine Learning

Machine learning is a subset of Artificial Intelligence and Data Science which focuses on the development of computer programs that can access data and use it learn for themselves.

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Scikit Learn

Scikit-learn is a library in Python that provides many unsupervised and supervised learning algorithms


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Matplotlib

Matplotlib is a plotting library for the Python programming language and its numerical mathematics extension NumPy.

INTERNSHIP TRAINING PROJECTS

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Projects will differ for every group.

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Basic python and statistics

Pima Indians

Cardio Goodness fit

Automobile

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Advanced Statistics

Game of Thrones

World University Ranking

IMDB Movie Dataset

COVID-19 analysis

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Unsupervised Learning

Vehicle Identification



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Supervised Learning

1] Regression Problems

How much did it rain

Inventory Demand

Property Inspection prediction

Restaurant Revenue prediction

IMDB Box office Prediction

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Supervised Learning

2] Classification problems

Employee Access challenge

Titanic

San Francisco crime

Customer satisfaction

Trip type classification

Categorize cuisine

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ABOUT CUBICCODE DIGITAL MEDIA LLP

A leading Web Development and Digital Marketing Company In Belgaum. Recognized in 10 Best Web Development Start-ups of India 2019 by Silicon India and Awarded Most Outstanding web development company of Karnataka 2019 at AI Global Excellence Awards.

Our mission to provide considerable results that turn traffic into business. We understand that each and every business is different and the demands of every client are individualistic and so we tailor their strategies to suit the needs of the clients with the intention of maximizing the effectiveness for all digital solutions.

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CONTACT US

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Our Address

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  • Cubiccode Digital Media LLP
    Plot.No. 60, Saraf Colony, Opposite to Saraf Residency, Near Dominos Pizza, RPD Cross, Khanapur Road, Tilakwadi, Belagavi, Karnataka, India- 590006
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  • biz@cubiccode.in