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About The Program
Data science is an interdisciplinary field that involves extracting insights and knowledge from structured and unstructured data. It combines various techniques, algorithms, and tools from statistics, computer science, machine learning, domain expertise, and data engineering to analyze and interpret complex data sets. The goal of data science is to uncover patterns, trends, correlations, and other valuable information that can inform decision-making and drive business or scientific advancements
What's Included In The Program
- Live interactive sessions
- Mentor assisstance
- Internship opportunity
- Hands-on Projects
- LMS Access
- Multiple Recognized Certifications
- HR analytics
- Credit card fraud detection
Our renowned certifications with Unique IDs and a QR code are highly beneficial for learners as it can be referred to for background verifications in the future. With these certifications you will be vouched for being a professional.
We recognize your efforts and keep our word by providing you with a training completion certification for determination.
Our up-to-date curriculums are designed by the industry professionals in a way to enable a beginner to learn hassle-free.START NOW
Week 1 - Introduction to Data Science
What is data science? Why is it important?
Fundamentals of Python
Python Data types
Loops and Functions
Numerical computing with Numpy
Data manipulation using Pandas
Week 2 - Overview of Data Science and Analytics
Data and its various classifications: Continuous & Discrete, Structured vs Unstructured
Mathematics for Data Science (Proabability, Statistics, Linear Algebra, Gradient Descent, calculus)
Week 3 - Exploratory Data Analysis
Data Extraction, Data exploration, Data Preprocessing, Data Transfromation
Data visualization- Matplotlib and Seaborn
Week 4 - Building models: Regression and Classification
Supervised models - Linear, Logistic, Decision Trees, Random Forest
Unsupervised Models -Kmeans, Anamoly detection
Week 5 - Case study: 1 Sentimental Analysis 2 L & T Spare parts forecasting
1. HR analytics
2. Credit card fraud detection
Get guaranteed virtual internships from ProU global corporate partners across Europe, USA, Canada, UK
Frequently Asked Questions
What is ProU Institute?
ProU Institute is founded by global leaders in IT & Management domain who have worked in over 60 countries and have served as VPs, CXOs
How do I benefit from ProU?
You get the best of academic and corporate right on your mobile and laptop! You can learn from our intuitive online learning portal with recorded curated sessions, Attend live sessions and work on real internships by top global companies.
Can I get a Job after the ProU program?
YES! We provide skills along with Internships to make you job ready! Whether you want to make a career as Blockchain Developer or Data Scientist - You will have confidence to pursue your career post the program
How do I pay my Fees?
We have multiple options, you can pay directly on website or on LMS
Will I need to physically attend lectures?
I Have more queries, how do I connect? hello@ProU.academy or simply chat with us on bottom right