Unlock any of the mentioned career opportunities for just Rs. 1000 per month.

Welcome to the IT City

Instructions

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BASICS

(Git, Linux, Coding, SQL)

Linux Basics Git Git Hands-On Programming Language Programming Hands-On SQL

DATA ANALYTICS

(Probability, Statistics, Tools, Data Engineering)

Numpy Pandas Matplotlib Analytics

Data Visualization

Feature Engineering

DATA ANALYST

BASIC DATA ENG.

(HDFS,Hive,Spark YARN, Zookeeper)

HDFS Apache Zookeeper YARN Hive Hive Project Apache Spark Basics Apache Spark Key-Value RDD

Software Eng.

(DSA,Backend,Tools and Frameworks)

Data Structure and Algorithms

CSS Frameworks BootStrap

JavaScript Frameworks

(Choose any)

AngularJS ReactJS

Backend frameworks

(Choose any)

Django (for Python dev.) Node.js (for JS dev.)

Overview of Hosting Platforms

(Choose any)

AWS Google Cloud Azure

WEB APP BASICS

(Web Architecture,HTTP, Front-End)

Web Architecture Networking Basics HTTP Fundamentals Client-Server Architecture HTML CSS JavaScript

ML BASICS

(Supervised and Unsupervised Learning)

Introduction to Machine Learning End-to-End ML project Regression and Training Models Regression real-world project Classification Classification Real-world Project Unsupervised Machine Learning

ML ADVANCED

(ML Models,DL, RL, Neural Nets)

Support Vector Machines Decision Trees Ensemble Learning Dimensionality Reduction ML Advanced project Deep Learning Frameworks Artificial Neural Networks Project- Artificial Neural Networks Training Deep Neural Networks Convolutional Neural Networks Recurrent Neural Networks Autoencoders Reinforcement Learning

ADV. DATA ENG.

(MapReduce, RDBMS, NoSQL, Live Data)

MapReduce Sqoop Flume Oozie NoSQL HBase

Spark Programming Language

(Choose any)

Spark with Scala Spark with Python

Load and Save Data using Spark Spark Streaming Spark Cluster Adv. Spark Programming SparkSQL Spark Project

SDE-1

BASIC DEVOPS

(Devops Tools, CI/CD, Docker)

Devops Basics and Tools

Monitoring and Logging

Docker Container Docker Swarm

ADV. DEVOPS

(Automation, Monitoring, Platforms)

Ansible Kubernetes Terraform Jenkins Graffana and Prometheus

Deployment on AWS Beanstalk

(With Docker and Travis CI)

Single-Container Static App Multi-Container Flask App Single-Container Flask App

(Including AWS RDS and ElastiCache)

Google Kubernetes Engine

Deploying Single-Container Static App Automating deployment process

Minikube

Testing Single-Container Static App Deploying Multi-Container App

DEVOPS ENGINEER

Helping Hand

DevOps Certification Training

ML ENGINEER

Helping Hand

Machine Learning Specialization Certificate Course on AI/ DL by IIT Roorkee

DATA ENGINEER

SYSTEM DESIGN

(Scale, Design, Frameworks)

Live System Design

Distributed System

Large-Scale systems

System Design Resources

MLOps ENGINEER

Helping Hand

MLOps Certification Training

SDE-2

SDE-3

DATA SCIENTIST

Unlock any of the mentioned career opportunities for just Rs. 1000 per month.