Data science and analytics workshop in SSPU Pune

Data science module 1: Power BI

Data Modeling, Data Visualization, DAX (Data Analysis Expressions), Power Query, Dashboard Design, Report Sharing and Collaboration, Data Connectivity and Preparation, Security and Administration, Power BI Service, Mobile Reporting

Data science module 2: Python and statistics

Python programming, data manipulation with pandas, data visualization with matplotlib and seaborn, probability theory, hypothesis testing, statistical distributions, linear regression, machine learning basics, inferential statistics, exploratory data analysis

Data science module 3: Big data analytics

Data Mining, Machine Learning, Predictive Analytics, Data Visualization, Natural Language Processing, Cloud Computing, Internet of Things (IoT), Real-time Analytics, Data Governance, Edge Computing

Data science module 4: Machine learning and deep learning

Supervised learning, Unsupervised learning, Neural networks, Convolutional neural networks (CNNs), Recurrent neural networks (RNNs), Natural language processing (NLP), Reinforcement learning, Generative AI, Feature engineering, Transfer learning

Data analysis on canadian immigration project using pandas, numpy, matplotlib, and seaborn

San francisco crime dataset visualization using folium framework

NLTK library and wordcloud library for natural language processing and building data visualization

Regression plots, bar plots, pair plots, facetgrids, boxplots, violin plots using seaborn data visualization on titanic dataset

Data cleaning, outlier removal, normalization on automobile efficiency prediction dataset

Applying one sample hypothesis tests - binomial test, wilcoxon rank test, student T-test and chi square test using scipy, researchpy, statsmodels and sklearn librarys on student statistics and general stat survey datasets

Applying two sample paired and unpaired tests for finding if phenomenon is significant in the sample

Finding which feature is statistically significant and will be retained for prediction

Integrating gpt-3.5 and statsmodels to explain in simple language the results of statistical tests

Applying linear regression and logistic regression on iris flower recognition and mnist handwritten digit recognition

Implement naive bayes and tree models - random forest, boosting, bagging, and ensemble methods

Calibrating classifiers, using pipelines, grid search and random search for hyper-parameter tuning.

Calculating precision, recall, f1-score, confusion matrix and roc-auc.

Projects on satellite image classification, food and traffic signal classification

Applying artificial neural networks for image and text classification and regression

Bias-variance tuning, optimizing networks and regularization

Data augmentation for variance reduction. scrapping tweets from twitter.

Deployment of deep learning app on cloud

Case studies on skin melanoma, audio command recognition, text to image generation and text classification

Project on seed classification, imdb movie sentiment analysis

Postgresql for basic, intermidiate and complex queries for extracting data from world atlas, hotel management and attendance management databases

GPT-3.5 api to build websites and deploy on the streamlit cloud through github ci/cd pipeline

Dashboard building, power bi report and features

One of the Best place for Upskilling in India, with Best Faculties giving their best to each of their Student.

- Parisha Bhatia

The best place to upgrade your software skills amidst experienced group of professionals.

- Heetansh Jhaveri

Utkarsh minds classes is best experience classes

Farhan Sayyed

I highly recommend Dr. Pranav Nerurkar and Utkarsh Minds Software Training Center. Dr. Pranav is a great professor and his patience and dedication to make every topic clear is unparalleled. He is very approachable and always works hard to help us.

Arth Akhouri

Meet the Faculty members

At Utkarsh, our strength lies in the diverse and talented individuals who make up our dedicated team.
We believe in collaboration, innovation, and a shared passion for transforming education.
Get to know the faces behind our mission to provide exceptional training and support to our learners.