Our Expert Programmes

• ✔Python, Django, Web application concepts, Matplotlib, Seaborn, Bokhe, Numpy, Pandas, Scipy, Scikit, Git, Linux Shell Scripts and Commands (2 months)
• ✔Machine Learning: sklearn, Gradient Search, Stochastic Gradient Descent, Backpropagation, Computer Vision, Image Classification, NLP, OCR, Letter & Face Detection (2 months)
• ✔Deep Learning: Tensorflow, Keras, Neural Networks, CNN, RNN, LSTM, Human action detection, Chatbot, Speech to Text Conversion, Project (1 month)

• ✔Hadoop and Friends: Java/Python/Scala, Apache Hadoop, HDFS, Map Reduce, SQL, MySQL, Data Warehouse, HBase, Pig, Hive, Oozie, Sqoop, Flume, Zookeeper, Junit/unittest, Git, PIP/Maven, Linux Commands and Shell Scripts (2 months)
• ✔Spark Data Pipeline: Spark, PySpark Spark-SQL, Spark-Streaming, Spark-ML, Machine Learning, Regressions (Linear, Multi-Linear, Logistic), Clustering, K-Mean, KNN, NaiveBayes, Classification, Decision Trees, Random Forest (2 months)
• ✔Cloud Computing: AWS Hosting and Deployment, EC2, IAM, LSB, Load Balancer (LBS), Availability Group, Security Configuration, Docker, Kubernetes, Project (1 month)
• ✔New Gen Big Data Tools: Mahout, Recommendation, Storm, Flink, Samza, SAMOA, Apex, Beam, Tez (as per batch conditions)

• ✔Build Web pages: HTML, CSS3, Sass, Bootstrap, Webpack, JavaScript, Git, Linux Shell scripts (2 Months)
• ✔Languages and front end tools: Advanced JavaScript, TypeScript, Angular (latest), Pipes, Custom Pipes, Component Interactions, NodeJS, Express, JSON Web Token, Passport, React, Redux, Modular CSS (2 Months)
• ✔Backend: Nestjs, SQL, MySQL, MongoDB, Data Replication, Sharding, Indexing, Data Pipeline, Aggregations, Big Data, MapReduce, D3.js, HAProxy, Apache Web Server, NginX, Nodejs Deployment, Project (1 Month)

• ✔Core Java Fundamentals, OOP Concepts, Exception Handling, Multithreading, Collections Framework, Java 8 Features (Lambdas, Streams), Design Patterns (Singleton, Factory, DAO) (1 Month)
• ✔Spring Boot Framework, Spring Data JPA, RESTful API Development, Database Integration (MySQL), Unit Testing (JUnit), Authentication & Authorization (Spring Security) (1 Month)
• ✔Frontend Development with Angular (Components, Services, Routing, Forms, HTTPClient), Bootstrap Integration, Full Stack Application Development, Deployment Strategies (Docker, Tomcat) (2 Months)

• ✔Microservices Architecture Principles, Monolith vs Microservices, Advantages and Challenges, Designing Microservices, Bounded Context, Domain Driven Design, API First Development (1 Month)
• ✔Building Microservices with Python (FastAPI, Flask), Service Discovery, Service Registry, Circuit Breakers, Distributed Logging, Monitoring with Prometheus and Grafana, Centralized Configuration (1 Month)
• ✔Containerization with Docker, Kubernetes for Orchestration, Helm Charts, CI/CD Pipelines (GitHub Actions), Microservices Security (OAuth2, JWT), API Gateway patterns, Observability & Tracing (Jaeger) (2 Months)

• ✔Machine Learning: Python, sklearn, Tensorflow, Keras, Numpy, Pandas, Scipy, Scikit, Gradient Search, Stochastic Gradient Descent, Backpropagation, Computer Vision, NLP, OCR, Hand written letter recognition, Face Detection, Human action detection, Git, Linux Shell Scripts and Commands (2 months)
• ✔Deep Learning: Neural Networks, Tensorflow, Keras, CNN, RNN, LSTM, Chatbot, Speech to Text Conversion (1 month)
• ✔Anomaly and Vulnerability Detection: Isolation Forest, OC-SVM, Deep | Convolutional | Denoising | Variational Autoencoders, Boltzmann Machines, Temporal Convolutional Network TCN, ED (Encoder Decoder)-TCN, Use cases (2 months)
• ✔Blockchain: Cryptocurrency, Consensus Mechanisms PoW, PoS, PoA, Miners, Wallet, Transactions, Ethereum, Solidity, Smart Contract, Truffle, MetaMask, Tokens, Hyperledger Fabric, Composer (1 month)

• ✔Hadoop and Friends: Java, Scala, Hadoop, HDFS, MapReduce, HBase, Hive, Pig, Sqoop, Flume, SQL, MySQL, Data Warehouse, Star and Snowflake, Dimensions and Facts, Git, Maven, Linux Commands and Shell Scripts (2 months)
• ✔Spark Machine Learning: Python, PySpark, Apache Spark, Spark-SQL, Spark-Streaming, Spark-MLib, Machine Learning, Regressions (Linear, Multi-Linear, Logistic), Clustering, K-Mean, KNN, NaiveBayes, Classification, Decision Trees, Random Forest, Spark-GraphX, Zookeeper (2 months)
• ✔Spring Microservices: Kafka, Akka, Spring Framework, Spring Boot, Spring MVC, Spring Security, Spring Boot, Spring Flux, Thymeleaf templates, Micro-Services, Gateway, Circuit breaker, Load Balancer (2 months)
• ✔Cloud computing: AWS Hosting & Deployment, EC2, IAM, LSB, Load Balancer, Availability Group, Security Configuration, Server-less Lambda, Docker, Kubernetes, Project (2 months)

• ✔Web application design: HTML, CSS, Saas, Bootstrap, JavaScript, Advanced JavaScript (2 Months)
• ✔Core and Advanced Java: Java8, Servlet, JSP, EJB, Filters, Session Listener, Clustering, Web services, SOAP, Wildfly, Tomcat, JPA, JAX-WS, JAX-RS (2 Months)
• ✔Spring Boot and Microservices: Spring Core, MVC, REST, Data, Boot, Security, Gateway, Circuit breaker, Load balancer, SQL, MySQL, MongoDB (2 Months)
• ✔AWS Cloud computing: Hosting and Deployment, EC2, ESB, Elastic Load Balancers, Availability Groups, Security Configuration, Docker, Kubernetes (1 Month)

• ✔Data Models and Query Languages: SQL, NoSQL, MapReduce, GraphQL, Cypher Query, SPAR-QL, Datalog, Web applications, HTML, CSS, Javascript, JQuery, Visualization, D3js (1 Month)
• ✔Storage and Retrieval: Column Oriented Storage, Aggregation: Data Cubes and Views, MongoDB, Cassandra (2 Months)
• ✔Replication, Partitioning and Data Integration: Apache Camel, Pentaho Kettle, Mule, Active MQ, Kafka, Akka (2 Months)
• ✔Transactions and Distributed Systems: Batch processing, MapReduce and Distributed FileSystems, Graphs and Iterative processing, Stream Processing, Databases and Streams, Javascript based data load and processing (2 Months)
• ✔AWS Cloud computing: EC2, ESB, Elastic Load Balancers, Availability Groups, Security Configuration, Microservices, Serverless Lambda, Docker, Kubernetes, Junit, Git, Linux Commands, Linux Shell Scripts, Project (1 Month)
• ✔Azure Cloud computing: Azure Databricks, Azure DataFactory, HDInsights, Synapse, Project (1 Month)

• ✔Java Stack: Java8, Servlet, JSP, EJB, JPA, JAX-WS, JAX-RS, JDBC, MySQL, SQL, Javascript, AJAX, JQuery (2 Months)
• ✔Testing Tools: Jmeter, Junit Citrus, Gauge, Restassured, Selenium Web Driver, Linux Shell Scripts, Git, Maven (2 Months)
• ✔Cloud computing: AWS Hosting and Deployment, EC2, ESB, Elastic Load Balancers, Availability Groups, Security Configuration, Microservices, Serverless Lambda, Docker, Kubernetes (2 Months)

HTML, CSS, SaaS, JavaScript, Advanced JavaScript, Bootstrap, Nodejs, TypeScript, Object Oriented Programming, Design Principles, Webpack, JSON Web Token, REST, AJAX, Angular (Latest), Ionic, Cordova, Hybrid Android and IOS, Reactjs, React Native

AWS Cloud, EC2, Instance Types, Regions and Zones, VPS, S3, Glacier, IAM Security Configuration, Users, Groups, Key Pairs, Availability Group, Load Balancing, Policies, Starting and Stopping servers, Snap Shots, Pricing, Backup and Restore, RDS, Dynamo, Serverless Lambda, Docker, Kubernetes.

• ✔Architecture decisions, Architecture Analysis, Compliance with decisions, Diverse Exposure, Domain Knowledge, Architect and communication, Engineering Practices, Operations and DevOps, Laws of Software Architecture, Architectural Thinking Modularity (1 Month)
• ✔Architecture characteristics, Measuring and Governing Architecture Characteristics, Scope of Architecture characteristics, Component Based Thinking (1 Month)
• ✔Architecture styles: Fundamental Patterns, Layered Architectural Style, Pipeline Architecture Style, Microkernel Architectural Style, Service-Based Architectural Style, Event Driven Architectural Style, Space Based Architectural Style, Orchestration-Driven Service-Oriented Architecture, Microservices Architecture, Choosing Appropriate Architecture (1 Month)
• ✔Architecture Decisions Elaborations, Analyzing Architecture Risk, Diagramming and Presenting Architecture, Making Teams Effective, Negotiation and Leadership skills, Developing career Path (1 Month)

• ✔Best Practices, Importance of Data in Architecture, Architecture Decision Records, Architecture Fitness Functions, Architecture vs Design, Sysops squad Saga, Non-ticketing workflow, Ticketing Workflow, Sysops squad Architectural components, Sysops Squad Data Model, Architecture Quanta, Deployability, Functional Cohesion, Dynamic Quantum coupling, Maintainability, Testability, Scalability, Elasticity (1 Month)
• ✔Architectural Decomposition, Component-based Decomposing patterns, Pulling Apart Operational Data, Decomposing Monolithic Data, Selecting a Database type, Polygot Databases, Service Granularity, Granularity Integrations, Finding Right Balance (1 Month)
• ✔Reuse Patterns, Code Replication, Shared library, Shared Service, Sidecars, Service Mesh, Data Ownership and Distributed transactions, Single and Joint Ownership Scenario, Service Consolidation technique, Eventual consistency, Distributed Data Access, Replicated Caching Patterns, Managing Distributed workflows, Transactional Sagas, Contracts, Strict vs Loose contracts, Stamp Coupling, Managing Analytical Data, Data Mesh, Trade off analysis (2 Months)

• ✔Enterprise Environment, Business Vision, Information Strategy, Organization readiness, Information Governance, Information Infrastructure, Enterprise Information Planning, EAI Reference Architecture, Terminology, Methods, Context, Data Domain, Context Diagram (1 Month)
• ✔Conceptual Architecture Overview, Architectural Overview Diagram, Architecture Principles, Logical views, Component Model, Component Interaction Diagram, Operational Model levels, Operational Model Design Technique, Service Qualities, Framework of Operational Patterns (1 Month)
• ✔New Delivery Models: Cloud computing, Multi-tenancy, Enterprise Information Integration, Intelligent Utility Networks, Architecture Overview and Component Model of Intelligent Utility Networks, Enterprise Meta Data Management, Master Data Management, Information Deliver, Business Drivers, Mashup Deployment, Dynamic warehousing, New Trends in Business Analytics (1 Month)

• ✔Machine Learning: Python, sklearn, Tensorflow, Keras, Numpy, Pandas, Scipy, Scikit, Gradient Search, Stochastic Gradient Descent, Backpropagation, Computer Vision, NLP, OCR, Hand written letter recognition, Face Detection, Human action detection, Git, Linux Shell Scripts and Commands (2 months)
• ✔Deep Learning: Neural Networks, Tensorflow, Keras, CNN, RNN, LSTM, Chatbot, Speech to Text Conversion (1 month)
• ✔Generative Adversarial Network: Auto encoders, Deep Convolutional GAN, Latent space interpolation, Conditional GAN, Cycle GAN, GANs in medicine, fashion (1 month)
• ✔Oculus SDK: GearVR, WebVR, Cardboard, Unity 3D, VRTK (2 months)

• ✔Machine Learning: Python, sklearn, Tensorflow, Keras, Numpy, Pandas, Scipy, Scikit, Gradient Search, Stochastic Gradient Descent, Backpropagation, Computer Vision, NLP, OCR, Hand written letter recognition, Face Detection, Human action detection, Git, Linux Shell Scripts and Commands (2 months)
• ✔Deep Learning: Neural Networks, Tensorflow, Keras, CNN, RNN, LSTM, Chatbot from scratch, Speech to Text Conversion (1 month)
• ✔Reinforcement Learning: Agents, Multi-Agents, QLearning, MDP, Markov chains, State Matrix, SARSA, Open AI, Swarm Intelligence, TFLearn, Frozen Lake Simulation, Deep Q with Keras and Tensorflow (2 months)
• ✔Robotics Lab: Implementing Robots using Microcomputers and Robotic kits, Training Robots using RL, Humanoid Robots, Robotic Arm with AI, Self Moving car/objects, Robotic Process Automation (1 month)

• ✔Introduction to Embedded Hardware Platforms: Microcontrollers, Microprocessors, Embedded Boards
• ✔Introduction to Embedded Software: RTOS, Firmware Development, C/C++ for Embedded Systems, Debugging
• ✔IoT Fundamentals: Internet of Things concepts, IoT Architecture, Edge vs Cloud
• ✔IoT Applications: Smart Cities, Smart Buildings, Smart Energy, Smart Transport, Smart Health
• ✔Industrial IoT and Industry 4.0: Digital Twin, Predictive Maintenance, Industrial Networks
• ✔IoT Gateway Platforms: Edge Computing, Data Aggregation, Gateways Integration
• ✔IoT Sensors & Networks: Smart Sensors, Actuators, RFID, ZigBee, LoRaWAN, MQTT, CoAP, REST APIs