PG Diploma in Data Science using Python free videos and free material uploaded by CRANES VARSITY staff .
Relational Database - SQL – 6 Days
Introduction to databases and RDBMS
Read, update and delete operations on tables. Working with nulls
Joins in SQL and working examples
SQL set based operations and data aggregation, Sub-queries in SQL
EBS(Elastic Block Storage),VPC
Database creation, concept of relation and working examples
Querying tables: Select statement, examples and its variations
Insert, Update, Delete operations and working examples
Normalization and de-normalization: Views and Temporary tables, Transactions in SQL
EBS volumes and Snapshots
Creating tables. Design view of the table, Alter table operations & Key Constraints
Filtering, Sorting, Predicates and working examples
Scalar functions in SQL and working examples
SQL programming, Creating stored procedures, Cursors in SQL
RDS
Python Programming - 6 Days
Advanced Python and Unit Testing – 6 Days
Mathematics and Statistics for Data Science – 4 Days
Exploratory Data Analysis with Pandas- 6 Days
Machine Learning - 6 Days
Machine learning model improvement – 2Days
Tableau - 3 Days
Deep Learning using TensorFlow - 6 Days
Natural Language processing 20 Hrs
The PG Diploma in Data Science with Python is a five-month professional program that provides in-depth data science knowledge and expertise.
Cranes mentors engineers in all critical disciplines to assist them in excelling at designing Java-based applications that meet industry standards.
Cranes provide students with a structured framework to help them develop technical skills and knowledge. The lectures are well-planned and delivered with examples to make them more interesting and understandable. We want to help students develop a much broader range of mental representations of knowledge.
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