Data Science & Machine Learning

Learn how to source, manipulate and visualise data using Python and its libraries. Build and refine your Machine Learning skills with topics like Statistics, Trees, Neural Networks etc.

Enrol Now
Mode of Training : Classroom and Online
100%
Salary Hike
600+
hours of Learning
20+
Live Projects
Gurukul Alumnis work at
Course Curiculum
Best-in-class content by leading faculty and industry leaders
Introduction to Python, Programming in Python, Python for Data Science, Data Visualization in Python, Exploratory Data Analysis
Linear Regression, Linear Regression Assignment, Logistic Regression, Classification using Decision Trees, Unsupervised Learning: Clustering, Basics of NLP and Text Mining
Bagging & Random Forest, Boosting, Model Selection & General ML Techniques, Principal Component Analysis, Advanced Regression, Advanced ML Case Study, Time Series Analysis, Introduction to Neural Networks and ANN, Neural Network Assignment, Convolutional Neural Networks, Convolutional Neural Networks - Introduction and Industry Applications, Object Detection & Image Segmentation (Optional), Recurrent Neural Networks, Gesture Recognition.
Bagging & Random Forest, Boosting, Model Selection & General ML Techniques, Principal Component Analysis, Advanced Regression, Advanced ML case Study, Time Series Forecasting, Neural Nets for NLP, Syntactic Processing, Syntactic Processing Assignment, Semantic Processing, Applied DL in NLP
Program Highlights
60+ Case Studies

Work on 60+ Case studies and Assignments with 24/7 Assignment support.

18+ Industry Relevant Projects

Get Industrial experience by working on our Industry Relevant Live Projects.

Tied-up with 100+ Companies

Gurukul has Tied up with 150+ Companies to Provide Jobs to Students

Job Readiness Program

A dedicated placement cell for the participants who completed the course

Tools and Techniques
Python
Jupyter
Numpy
Pandas
Tensorflow
Matplotlib
Seaborn
Mysql
Tensorflow
Scikit-Learn
Keras
Matplotlib
Learning Path
Skill Enhancements
Learning Concepts
Industry Connect
Industry Internships
Digital Certificate
Career Support
Industry Projects
Learn through real-life industry projects sponsored by top companies across industries
1. Text Classification Build a classifier model using Naive Bayes algorithm to predict the topic of an article present in a newspaper
2.Stack Overflow Case Study Suggest the tags based on the content that was there in the question posted on Stackoverflow.
3.Image Classification Build a classifier for classifying 10,000 images into 10 classes (cat, dog etc) using the KAGGLE Dataset
4.Heart Disease Prediction Predicting the Heart diseases using Logistic Regression and Naive Bayes
5.Customer Segmentation Analysis The Project applies customer segmentation to the customer data from a company and derives conclusions and data-driven ideas
6. Twitter Sentiment Analysis Analyze the tweets posted on Twitter to predict the sentiment of the tweet i.e. positive, negative or neutral
7.Facial Emotion Recognition Build an advanced model with the ability to predict the facial emotion of a person in an image
8.Distracted Driver Detection Build a classification model to predict using a database of images whether a given driver is distracted, ie, texting, on a call, driving safely, etc