Data Science & Machine Learning
Powered by KPMG
- 80 Hours of self paced E- Learning
- Masterclass by practitioners
- Project & Assignment
- Resume Building
- Global Certification
Our Program Overview
In today’s fast-paced business world, companies need to make quick and informed decisions to stay ahead. To do this, they need professionals who can collect, analyze, and interpret complex data to inform business decisions. This program covers three important aspects Database management, data visualization, using MySQL database like MongoDB & understanding Data Modelling.
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Bridge the Skill Gap :
Our program is designed to fill the gap between what companies need and what individuals currently know. You’ll learn how to:
- Understand the fundamentals of database management using SQL and MongoDB
- Learn how to design and implement databases
- Develop skills in data analysis and visualization using various tools and techniques
- Learn to use a suite of productivity-enhancing applications.
By the end of this program, you’ll be equipped with the skills to drive business decisions with data-driven insights.
What You Will Learn
- Understand the fundamentals of database management using SQL and MongoDB
- Learn how to design and implement databases
- Develop skills in data analysis and visualization using various tools and techniques
- Apply data analytics and visualization concepts to real-world business problems
- Earn a global certification in data analytics and visualization form global leader KPMG
- You will learn how to use a suite of productivity-enhancing applications.
Why choose this program ?
Covers all digital marketiting roles/ users
It is designed for all roles – technical, business and leadership and covers all levels of proficiency.
Competency Based Curriculum:
The curriculum is based on a standard competency model for Data Science professionals addressing various proficiency levels.
Practitioner Oriented:
The programs are run by experts from KPMG data science practice, who have immense experience in AIML Fundamentals and advanced, consulting assignments, providing practical insights.
Continued Coaching and Mentorship:
It doesn’t end at the bootcamps/ classes. The access to experts continues via mentorship/ project coaching.
Customized context for Industry need:
A thorough analysis is conducted to assess the learning gap between current and required skills, delivery modes, content, etc. and a customized learning plan is prepared.
Global Certifications
You will receive 4 global certifications upon successfully completing the program modules from KPMG.
Course Content
- Module-1 : Packages and syntax for data science
- Module-2 :Introduction to python, list, tuples, Dict, Python Data frame & Lambda .
- Module-3 : Data wrangling using Pandas.
- Module-4 : Indexing with
.loc
and.iloc
, and working with NumPy and Pandas. - Module-5 : Basic functions, Summary, Structure, Changing Column & Row name.
- Module-6 : Plotting using Matplotlib.
- Module-7 : Packages and Syntax for visualization.
- Module-8 : Visualization using Matplotlib and seaborn
- Module-9 : Power BI desktop interface
- Module-10 : Interactive plotting using Plotly .
- Module-11 : Dashboard in python using DASH and Plotly.
- Module 12- Packages and syntax in R/Python.
- Module 13- Statistics for model building and determining model accuracy.
- Module 14- Supervised and unsupervised modelling.
- Module 15- Classification And Regression Techniques (CART) modelling.
- Module 16- Enhancing model performance using feature selection and engineering .
- Module 17- Collaborative learning Recommender Systems.
- Module 18- Neural networks with focus on back propagation algorithm.
- Module 19- Deployment of predictive model using local users and server groups.
- Module-1 : Packages and syntax for data analysis in Python
- Module-2 :Introduction to descriptive analysis.
- Module-3 : Handling outliers and missing value in data.
- Module-4 : Univariate and Bivariate analysis.
- Module-5 : Data normalization techniques.
- Module-6 : Principal component analysis.
- Module-7 : Introduction to Python Programming
- Module-8 : Statistical Techniques for Data Analytics.
- Module-9 : Tensor Flow.
- Module-10 : Neural Networks using Tensor Flow.
- Module-11 : Deep learning Networks using Tensor.
- Module-12 : Chat bots and Recommendation Engines.
Optional Module
E-learning module on ‘Credit Skills for Bankers’ with global certification from Moody’s Analytics
How Does it Work
- Database Management Fundamentals : Introduction to fundamentals of database management systems
- Data Analysis : Integrating SQL and MongoDB for data analysis
- Data Storage : Data storage and retrieval using MongoDB
- Data Querying and MongoDB: Introduction to fundamentals of MongoDB ,Querying and manipulating data.
- Data Cleaning and Prepossessing : Data cleaning and preprocessing using various tools
- Data Visualization : Data visualization using tables, charts, and graphs .
Global Certification by KPMG:
Upon completing the program, you’ll receive four globally recognized certifications from KPMG, demonstrating your expertise in financial analytics and visualization. This certification will enhance your career prospects and open doors to new opportunities.
Career Opportunities
Join Our Program Today!
Don’t miss out on this opportunity to launch your career in Data Analytics and Visualization. Enroll now and earn certification from the Industry Leader KPMG!
Basics
- 45-55 hrs of E-Learning Content
- 24/7 Online
- 9 Sub-courses • 26 Modules + Simulations
- Certification by Moody's
- Job Asistance
₹ 14,950
Special Discount
₹ 19,999
(Plus Taxes)
Intermediate
- 45-55 hrs of E-Learning Content
- 24/7 Online
- 9 Sub-courses • 26 Modules + Simulations
- Certification by Moody's
- Job Asistance
₹ 14,950
Special Discount
₹ 19,999
(Plus Taxes)
Advanced
- All features of CSB-Basic
- 3 Masterclass by Senior Credit Experts
- Live Masterclass on Financial Modeling
- Doubt Clearing Session with Experts
- Global Certification by Moody's
- Interview Preparation
- Resume Building
- 2-3 Assured Interviews
₹ 29,950
Special Discount
₹ 24,950
(Plus Taxes)
Tools Learned
Have questions? We can help
It is open to anyone interested in learning data Science fundamentals, there are no prerequisites for the program
It’s the first of its kind, taught by renowned instructors from KPMG, a global industry leader who share the real-world insights and strategies that are implemented and used in the industry.
The program consists of three modules: Data Science Using Python, Data Visualization & Machine Learning using Python. There are a total of 80 learning hours, self-paced, with a 1-year validity.
This program consists of three modules with four individual certifications : Data Science Using Python, Data Visualization & Machine Learning using Python. On successful completion of each module you will get certified. After completion of all modules you will get 4 certifications by Global leader KPMG.
You’ll learn through engaging,pre-recorded video lessons that fit your schedule making it easy to access the program 24/7, from anywhere. Learn at your own pace, whenever and wherever you want!
This program is delivered via renowned instructors from KPMG, a global industry leader.
The program is online, and it can be accessed from anywhere.
You can expect email support, career guidance support during the program from SkillLabs .
You can pay using UPI, Credit Card, Debit Card, net banking
Upon completing the program, you can expect to have a solid basic foundation in data and be eligible for entry-level positions in data science analytics , and related fields.
There is no refunds applicable .
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