What you’ll learn
Data Science
Track 1
Data Science Overview
- Introduction to Data Science
- Data Science in Different Sectors
- Python components and its Standard Libraries
- Introduction to Big Data and other Tools
Track 2
Statistics and Business Applications
- Introduction to Statistics
- Descriptive and Inferential Statistics
- Data Sampling and Data Distributions
- Hypothesis Testing
Track 3
Machine Learning
- Introduction to AI and Machine learning
- Data Preprocessing
- Supervised and unsupervised algorithms
- Time series and social network analysis
Track 4
Tools and Language
- Data Science with R and Python
- Data Visualizations Tools
- SQL and NoSQL Databases
- Integration with Hadoop Mapreduce and Spark
Track 5
Hands-On Learning
- Learn to use Pandas, NumPy and SciPy
- ML and NLP with Scikit-Learn
- Data Visualization using matplotlib
- Learn to work with different file types
- APIs collect the data from internet
Track 6
Capstone Project
- Property Price Prediction
- Customer Segmentation
- Loan Prediction Model
- Retail Store Insights
- Fraud Detection
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress
Big Data Development
Track 1
Big Data Overview
- Introduction to Big Data
- Apache Hadoop and Hadoop Ecosystem
- Apache Hadoop file storage and cluster components
- Distributed Processing and Yarn Architecture
Track 2
Data Ingest
- Data Ingestion using Sqoop
- Ingest real-time and near-real-time streaming data into HDFS
- Process streaming data as it is loaded onto the cluster
- Load data into HDFS using the Hadoop File System commands
Track 3
Transform,Stage and Store
- Load RDD data from HDFS for use in Spark applications
- Write the results from an RDD back into HDFS using Spark
- Read and write files in a variety of file formats
- Perform standard extract, transform, load (ETL) processes on data
Track 4
Data Analysis
- Use metastore tables as an input source or an output sink for Spark applications
- Understand the fundamentals of querying datasets in Spark
- Filter data and Write queries that calculate aggregate statistics
- Join disparate datasets using Spark
- Produce ranked or sorted data
Track 5
Tools and Language
- Sqoop
- Hbase
- Hive
- Scala and Python
- Kafka
Track 6
Capstone Project
- Crime Prediction
- Fraud Detection
- Modelling Natural Language
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress
Full Stack Development
Track 1
Angular Overview
- Introduction to Angular
- The concepts of typescript
- Create components manually and decompose Monolithic UI
- Modularize angular application
- Learn the power of dependency injection & routing
Track 2
Overview Of Node Js
- Understand how to write asynchronous code
- Learn how to install, update and uninstall node packages using npm
- Understand how to develop web applications and apis
- Learn how to secure web applications and apis using JWT
Track 3
Basics of MongoDB
- Basic concepts of databases
- What is NoSQL? Where is it used? Types of NoSQL
- Advantages of NoSQL over RDBMS
- Introduction to JSON/BSON and its data types
Track 4
Devops
- LINUX Basics: Unix and linux
- Introduction to Devops
- Introduction to Cloud computing
- GIT: Version Control
- Jenkins – Continuous Integration
Track 5
Tools and Language
- Visual Studio Code
- Mongod
- Jenkins
- Gitlab
- Microsoft Azure
Track 6
Capstone Project
- Webapp with MEAN Stack
- Middleware with extraction of data and displaying details
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress
Data Analytics
Track 1
Data Analytics Overview
- Introduction to Analytics
- Type of data analytics
- Data Analytics Benefits
- Data Visualization for decision making
Track 2
Analytics Framework
- Introduction
- Data Understanding
- Data Preparation
- Modelling
- Reporting
Track 3
Data Analytics in Different Sector
- Marketing & Retail
- Web & Social Media
- Finance & Risk
- Supply Chain & Logistics
Track 4
Tools and Language
- SQL
- Tableau
- Zoomdata
- Superset
Track 5
Hands-On Learning
- Case Studies
- Economics case studies
- Statistics case studies
- Assignments
Track 6
Capstone Project
- Retail Store data analytics
- Spend Analytics
- Risk Analytics
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress
ERP - Sales and Distribution
Track 1
Introduction to ERP, SAP and Methodology
- Introduction to ERP
- Introduction to SAP, S/4 Hana and FIORI
- Agile Methodology
- Technical Objects Overview
Track 2
Enterprise Structure Overview
- ENTERPRISE STRUCTURE & Management
- Organization Structure
- MASTER DATA
- Basic Functions
Track 3
Sales and Distribution Process
- Sales Process and Document
- Shipping & Picking
- Billing Process and Customizing
- PRICING and Condition technique
- SHIPPING Process and Customization
Track 4
Business Process & Determination
- Credit Management
- Availability Check
- Third Party Sales
- Inter Company Sales
- Stock Transfer Order
Track 5
Special Sales and Complaints
- Special Document
- Complaints
- Outline Agreement
- Consignment
- Integration with other Modules
Track 6
Capstone Project
- Business Blueprint
- Implementation Process
- Support Process
- Functional Design Documents
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress
ERP - Material Management
Track 1
Introduction to ERP, SAP and Methodology
- Introduction to ERP
- Introduction to SAP, S/4 Hana and FIORI
- Agile Methodology
- Technical Objects Overview
Track 2
Enterprise Structure Overview
- ENTERPRISE STRUCTURE & Management
- Organization Structure
- MASTER DATA
- Pricing and Condition technique
Track 3
Purchasing Process and Data
- Purchase Process and Document
- Source Determination
- Release procedure of purchasing documents
- Outline Agreement
Track 4
Inventory Management
- Inventory management
- Physical Inventory
- Valuation and Account Determination
- Invoice Verification
Track 5
Special Stocks and Procurement types
- Third Party Processing
- Subcontracting
- Consignment
- Stock Transfer Order
- Integration with other Modules
Track 6
Capstone Project
- Business Blueprint
- Implementation Process
- Support Process
- Functional Design Documents
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress
Devops
Track 1
DevOps Overview
- Introduction to DevOps
- Devops Lifecycle and Tools
- Devops Pipeline
- Devops Ecosystems
- Introduction to DevOps on Cloud
Track 2
Version Control with Git
- Introduction to Version Control
- Install Git & common commands
- Working with Remote Repositories
- Branching, Merging, Stashing, Rebasing, Reverting
- Git workflows & cheat sheet
Track 3
Continuous Integration using Jenkins
- Introduction to CI & Jenkins
- Jenkins Management
- Adding a slave node to Jenkins
- Building Delivery Pipeline
- Create a pipeline script to deploy an application
Track 4
Continuous Deployment: Containerization with Docker
- Introduction to Docker & Container
- Understanding images and containers
- Working with containers
- Publishing Image on Docker Hub
- Docker Container Networking
Track 5
Configuration Management with Ansible
- Introduction to Ansible
- Ansible Installation & Configuring Ansible Roles
- Puppet Architecture,Manifests and Modules
- Write Playbooks & Execute ad hoc commands
Track 6
Containerization using Kubernetes
- Kubernetes Cluster Architecture
- Spinning up a Kubernetes Cluster on Ubuntu VMs
- Creating a Deployment in Kubernetes using YAML
- Containers and Container Orchestration
- Deploying an App using Dashboard
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress
User Interface / User Experience
Track 1
Principles of Design
- UI vs. UX Design
- Core Stages of Design Thinking
- Divergent and Convergent Thinking
- Brainstorming and Gamestorming
- Observational Empathy
Track 2
UI Design Foundations
- Visual and UI Principles
- UI Elements and Patterns
- Interaction Behaviors and Principles
- Understanding Brand Platforms
- Style Guides
Track 3
Sketching and Wireframing
- Sketching Principles
- Sketching Red Routes
- Usability Testing
- Responsive Design
- Wireframing & Wireflows
Track 4
High Fidelity Prototyping
- Inclusive Design and Designing for Accessibility
- Building High-Fidelity Mockups
- Designing Efficiently with Tools
- Interaction Patterns
- Design animations and interactions
Track 5
Prototyping & Testing
- Building a Prototype
- Conducting Usability Tests
- Other Evaluative User Research Methods
- Synthesizing Test Findings
- Prototype Iteration
Track 6
Capstone Project
- Identifying Requirements and Writing Problem Statements
- Solution Ideation & Information Architecture
- Creating Personas & User Stories
- Usability Testing
Track 7
Career Service
- Career Advice
- Create a high-quality resume and cover letter
- Interview coaching and practice
- Job search Advice
- Mock interviews for both technical and non-technical topics
Track 8
Mentorship Support
- Setting learning goals
- Review of projects and exercises
- Industry insights
- Interview tips
- Career and Job Search advice
- Tracking weekly progress