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Added this week in “Data Science Projects in Python”

Data Science Project Predict Employee Computer Access Needs in Python

Predict Employee Computer Access Needs in Python

Data Science Project in Python- Given his or her job role, predict employee access needs using amazon employee database.

Data Science Project Human Activity Recognition Using Smartphones Data Set

Human Activity Recognition Using Smartphones Data Set

In this deep learning project, you will build a classification system where to precisely identify human fitness activities.

Data Science Project Music Recommendation System Project using Python and R

Music Recommendation System Project using Python and R

Machine Learning Project - Work with KKBOX's Music Recommendation System dataset to build the best music recommendation engine.

Data Science Project Learn to prepare data for your next machine learning project

Learn to prepare data for your next machine learning project

Text data requires special preparation before you can start using it for any machine learning project.In this ML project, you will learn about applying Machine Learning models to create classifiers and learn how to make sense of textual data.

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Added this week in “Data Science Projects in R”

Data Science Project Data Science Project - Instacart Market Basket Analysis

Data Science Project - Instacart Market Basket Analysis

Data Science Project - Build a recommendation engine which will predict the products to be purchased by an Instacart consumer again.

Data Science Project Music Recommendation System Project using Python and R

Music Recommendation System Project using Python and R

Machine Learning Project - Work with KKBOX's Music Recommendation System dataset to build the best music recommendation engine.

Data Science Project Data Science Project on Wine Quality Prediction in R

Data Science Project on Wine Quality Prediction in R

In this R data science project, we will explore wine dataset to assess red wine quality. The objective of this data science project is to explore which chemical properties will influence the quality of red wines.

Data Science Project Predict Credit Default | Give Me Some Credit Kaggle

Predict Credit Default | Give Me Some Credit Kaggle

In this data science project, you will predict borrowers chance of defaulting on credit loans by building a credit score prediction model.

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Added this week in “Machine Learning Projects in Python”

Data Science Project Music Recommendation System Project using Python and R

Music Recommendation System Project using Python and R

Machine Learning Project - Work with KKBOX's Music Recommendation System dataset to build the best music recommendation engine.

Data Science Project Learn to prepare data for your next machine learning project

Learn to prepare data for your next machine learning project

Text data requires special preparation before you can start using it for any machine learning project.In this ML project, you will learn about applying Machine Learning models to create classifiers and learn how to make sense of textual data.

Data Science Project Build an Image Classifier for Plant Species Identification

Build an Image Classifier for Plant Species Identification

In this machine learning project, we will use binary leaf images and extracted features, including shape, margin, and texture to accurately identify plant species using different benchmark classification techniques.

Data Science Project Perform Time series modelling using Facebook Prophet

Perform Time series modelling using Facebook Prophet

In this project, we are going to talk about Time Series Forecasting to predict the electricity requirement for a particular house using Prophet.

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Added this week in “Machine Learning Projects in R”

Data Science Project Data Science Project - Instacart Market Basket Analysis

Data Science Project - Instacart Market Basket Analysis

Data Science Project - Build a recommendation engine which will predict the products to be purchased by an Instacart consumer again.

Data Science Project Music Recommendation System Project using Python and R

Music Recommendation System Project using Python and R

Machine Learning Project - Work with KKBOX's Music Recommendation System dataset to build the best music recommendation engine.

Data Science Project Data Science Project on Wine Quality Prediction in R

Data Science Project on Wine Quality Prediction in R

In this R data science project, we will explore wine dataset to assess red wine quality. The objective of this data science project is to explore which chemical properties will influence the quality of red wines.

Data Science Project Predict Credit Default | Give Me Some Credit Kaggle

Predict Credit Default | Give Me Some Credit Kaggle

In this data science project, you will predict borrowers chance of defaulting on credit loans by building a credit score prediction model.

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Added this week in “Deep Learning Projects”

Data Science Project Human Activity Recognition Using Smartphones Data Set

Human Activity Recognition Using Smartphones Data Set

In this deep learning project, you will build a classification system where to precisely identify human fitness activities.

Data Science Project Time Series Forecasting with LSTM Neural Network Python

Time Series Forecasting with LSTM Neural Network Python

Deep Learning Project- Learn to apply deep learning paradigm to forecast univariate time series data.

Data Science Project Deep Learning with Keras in R to Predict Customer Churn

Deep Learning with Keras in R to Predict Customer Churn

In this deep learning project, we will predict customer churn using Artificial Neural Networks and learn how to model an ANN in R with the keras deep learning package.

Data Science Project Predict Census Income using Deep Learning Models

Predict Census Income using Deep Learning Models

In this project, we are going to work on Deep Learning using H2O to predict Census income.

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Added this week in “Neural Network Projects”

Data Science Project Time Series Forecasting with LSTM Neural Network Python

Time Series Forecasting with LSTM Neural Network Python

Deep Learning Project- Learn to apply deep learning paradigm to forecast univariate time series data.

Data Science Project Deep Learning with Keras in R to Predict Customer Churn

Deep Learning with Keras in R to Predict Customer Churn

In this deep learning project, we will predict customer churn using Artificial Neural Networks and learn how to model an ANN in R with the keras deep learning package.

Data Science Project German Credit Dataset Analysis to Classify Loan Applications

German Credit Dataset Analysis to Classify Loan Applications

In this data science project, you will work with German credit dataset using classification techniques like Decision Tree, Neural Networks etc to classify loan applications using R.

Data Science Project Kaggle Carvana Image Masking Challenge Solution with Keras

Kaggle Carvana Image Masking Challenge Solution with Keras

In this neural network project, we are going to develop an algorithm that will automatically identify the boundaries of the car images which will help to remove the photo studio background.

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Added this week in “Tensorflow Projects”

Data Science Project Sequence Classification with LSTM RNN in Python with Keras

Sequence Classification with LSTM RNN in Python with Keras

In this project, we are going to work on Sequence to Sequence Prediction using IMDB Movie Review Dataset​ using Keras in Python.

Data Science Project MNIST Dataset : Digit Recognizer Data Science Project

MNIST Dataset : Digit Recognizer Data Science Project

In this data science project, we are going to work on video recognization data and a robust level of image recognization MNIST data.

Data Science Project Handwritten Digit Recognition using TensorFlow with Python-2

Handwritten Digit Recognition using TensorFlow with Python-2

In this tensorlfow project, our goal is to correctly identify digits from a dataset of tens of thousands of handwritten images.

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Added this week in “H2O R Projects”

Data Science Project Anomaly Detection Using Deep Learning and Autoencoders

Anomaly Detection Using Deep Learning and Autoencoders

Deep Learning Project- Learn about implementation of a machine learning algorithm using autoencoders for anomaly detection.

Data Science Project Solving Multiple Classification use cases Using H2O

Solving Multiple Classification use cases Using H2O

In this project, we are going to talk about H2O and functionality in terms of building Machine Learning models.

Data Science Project Predict Census Income using Deep Learning Models

Predict Census Income using Deep Learning Models

In this project, we are going to work on Deep Learning using H2O to predict Census income.

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Added this week in “IoT Projects”

Data Science Project Machine Learning or Predictive Models in IoT - Energy Prediction Use Case

Machine Learning or Predictive Models in IoT - Energy Prediction Use Case

In this machine learning and IoT project, we are going to test out the experimental data using various predictive models and train the models and break the energy usage.

Data Science Project IoT Project-Learn to design an IoT Ready Infrastructure 

IoT Project-Learn to design an IoT Ready Infrastructure 

The goal of this IoT project is to build an argument for generalized streaming architecture for reactive data ingestion based on a microservice architecture. 

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Added this week in “Keras Deep Learning Projects”

Data Science Project Human Activity Recognition Using Smartphones Data Set

Human Activity Recognition Using Smartphones Data Set

In this deep learning project, you will build a classification system where to precisely identify human fitness activities.

Data Science Project Deep Learning with Keras in R to Predict Customer Churn

Deep Learning with Keras in R to Predict Customer Churn

In this deep learning project, we will predict customer churn using Artificial Neural Networks and learn how to model an ANN in R with the keras deep learning package.

Data Science Project Sequence Classification with LSTM RNN in Python with Keras

Sequence Classification with LSTM RNN in Python with Keras

In this project, we are going to work on Sequence to Sequence Prediction using IMDB Movie Review Dataset​ using Keras in Python.

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Added this week in “NLP Projects”

Data Science Project Predict Quora Question Pairs Meaning using NLP in Python

Predict Quora Question Pairs Meaning using NLP in Python

The goal of this NLP project is to predict which of the provided quora question pairs contain two questions with the same meaning.

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Data Science Projects :Beginner to Professional

So you are a data scientist, or you are on the learning path of becoming one, and you started looking for a job in this domain. This is not easy, and might be you need to apply to several data scientist jobs before getting one. You can continue learning as many theoretical concepts in data science and machine learning  as you want, but what’s the use if you cannot apply them to real-world problems. Let us suppose you are learning the concept of classification  then just reading and understanding the theory does not help, you should actually pick up a small dataset and then build a classification model using either Python, R or any other programming language. Even if you learn advanced concepts in theory like Stochastic gradient or gradient descent would you ever know how and when to apply these concepts unless you practice it. Our panel of industry experts strongly suggest that working on data science projects with real data can help professionals looking for a serious paid job in data science. Having data science mini projects on your data science resume will help you show the interviewers what you know.

To land a top gig as a data scientist, you have a dreadful challenge ahead. You will need to master diverse data science skills , ranging from machine learning to business analytics. However, the rewards and perks are worth it. If data scientist is the career that you would want to enjoy, then bookmark this page as we have several interesting data science project ideas compiled by our industry experts that will help you master new and impactful data science skills.

Where DeZyre’s Data Science and Machine Learning Courses help you master data science skills and help sharpen them, building multiple data science mini projects will give you hands-on experience solving real-world problems by applying these skills. Designed by industry experts, DeZyre’s data science projects for beginners are a great way to kickstart your journey to become a data geek and build a marketable data science portfolio.

DeZyre’s data science mini projects in Python and R cover diverse industry use cases and you are definitely going to find something that you love or a problem you would want to solve and use your knowledge to do it. Each data science project will let you practice and apply the skills that you have learned in DeZyre’s Data Science,Machine Learning and Deep Learning Courses. In every Python or R data science project you will perform end-to-end analysis, on a real-world data problem, using data science tools and workflows.

As a data science beginner or a student, it can be very difficult to assess which data science projects should actually be done first as a beginner and which projects should be put on the back burner. In choosing what to start with, we have listed the top 10 data science projects for students and beginners that will make learning data science easy.The prime advantage of these data science mini. Projects for beginners is that each one is a complete full-stack data science problem.

Data Science Projects Beginners/Students -

  1. Credit Card Fraud Detection Project
  2. Telecom Churn Prediction Models
  3. Walmart Sales Forecasting
  4. Insurance Prediction
  5. Instacart Market Basket Analysis
  6. Handwritten Digit Classification using MNIST Dataset
  7. BigMart Sales Prediction
  8. Human Activity Recognition using Smartphone Dataset
  9.  Music Recommendation Challenge
  10. Predicting Survival on the Titanic