Become 100% job ready with our Cloud Data Scientist course!!

4 Months Duration

Practical training

Major Projects!

Let us guide you!

Cloud Data Scientist Curriculum

Learn the complete ecosystem ... how everything is stitched together!

4 Months

Practical training

Major Projects!

Spark

Traditional Architecture vs Modern Architecture for Data Processing
What is Hadoop? Why did it not last long…
Hadoop vs Spark
Traditional Architecture vs Modern Architecture for Data Processing
Programming in Spark for various use-cases
Architecture of Spark
Actions and Transformation
Broadcast and Accumulators

Spark Optimizations Techniques:

Cache vs Persist
Garbage Collection
Types of joins
File Formats (Parquet, Avro, ORC)
Resource Allocation and Utilization
Deployment modes
Different ways of programming in Spark
Hands-on Spark!

Cloud

What is Cloud and why the need
AWS vs Azure vs GCP
Understanding of industry-wide used cloud services
Various services provided on Cloud
Programming for Cloud
Deployment on Cloud
DevOps / DevSecOps on Cloud
Hands-on Cloud!

ML and AI

The buzz about ML and AI
Phases in ML and AI
Data Imputation, Data Exploration, Data Standardization
Algorithms for Analytics
Analysis using Matplotlib
Cross-Validation
Grid Search and Hyperparameter Tuning
Confusion Matrix for model performance metrics
Scikit Learn, Tensor Flow, etc.
Neural Network, Image Processing, and NLP
Hands-on ML and AI!

SQL and NoSQL

Overview of databases
Challenges in relational databases
Introduction to NoSQL database
The architecture of NoSQL databases
SQL in NoSQL
Optimizations in NoSQL
Hands-on NoSQL!

Business Analytics

What is Business Analytics and the need for it
Use-cases for Business Analytics
Industry-wide business analytics tools
Hands-on Business Analytics!

Kafka

Traditional techniques for message transfer
RabbitMQ vs Kafka
The architecture of Kafka (Producer and Consumer)
Partitioning
Data replication
Log Compaction and Offset retention
Unbalanced Kafka Cluster
Hands-on

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Testimonials

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Trusted by Thousands of Students

Got to know about mikado from a friend and it was one of the best decisions i ever made during the starting phase of my career.

Sanjay sir’s way of teaching is just top notch and also he has a very interactive way of teaching which results into detailed learning.

Superb learing experience and great atmosphere ! 🙂

It is around a year since I have started my journey of learning Core Java, Advance, Hibernate and Spring.If any non-programmer want to learn Java then this place is the right option. There are many Java training institutes in city, however the thing which makes Mikado Solutions and Sanjay Sir exceptional is Quality of Teaching and connection with the students. It is sheer hardwork and excellence of Sanjay Sir to help each student to excel in career.

It had been around 2.7 year in industry as a java developer now i can say that taking admission here for java training was the best decision taken ever … Sanjay sir’s java knowledge is vast and the way of explaining things is exceptionally great. I have completed core and advanced java in mikado and before the completion of my course i got placed.

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