Data Science

'Data scientist' is the new coolest job. This course covers data science with python programming. Data mining, data analytics using NumPy, Scipy, Pandas etc, Data vizualization using matplotlib, seaborn etc, Machine learning, Deep learning, NLP, and Artificial Intelligence draws major focus. Latest case studies for each ML algorithm.

Course Highlights

Certificate

Course compilation certificate

Study Loan

@ No cost EMI

Assistance

* 24x7 assistance for 180 days

Flexible Timings

Weekday/Weekend/Fast-track

Job Referrals

For Freshers & Professionals

Live Projects

With AWS Deployment

Interview Preparation

Q&A, Resume Building, Mock Test

Add-ons

GUI Programming
Classroom & Online Batches

  Weekday Batch (Mon-Fri)

07:30 AM - 09:00 AM
09:00 AM - 10:30 AM
06:30 PM - 08:00 PM

  Weekend Batch (Sat-Sun)

08:00 AM - 10:00 AM
10:00 AM - 12:00 PM
12:00 PM - 04:00 PM
In this module of AWS Architect Certification Training, you will learn about the different projects and services of AWS. You will also understand the Global Infrastructure of AWS. The AWS training module will also cover different types of EC2 instances and instance purchasing options. 

Sub Topics:
  • Numpy introduction and installation
  • Numpy array against python list
  • Attributes of ndarray
  • Numpy array creation
  • Basic operations
  • Indexing, slicing and iterating
  • Changing the shape of numpy array
  • Stacking together different arrays
  • Splitting numpy array
  • Copies and Views
  • Broadcasting rules
  • Visualization of numpy array

In this module of AWS Architect Certification Training, you will get introduced to the compute service offered from AWS, called EC2. You will also learn about different Amazon Machine Image (AMI) and gain knowledge on Elastic IP vs Public IP. It also includes a demo on launching an AWS EC2 instance, connecting to it and hosting a website on the AWS EC2 instance. 

Sub Topics:
  • Pandas introduction and installation
  • Pandas DataStructures - Series, Dataframes, Panel
  • Basic functionality of Series and Dataframes
  • Statistical functions
  • Reindexing
  • Iteration
  • Sorting
  • Aggregations
  • Grouping
  • Joining
  • Timedelta
  • Visualization

In this module of AWS Architect Certification Training, you will learn about the different storage services offered by AWS and how they can be used to transfer data from one place to another. You will also learn traditional storage Tier’s vs Vault Storage. 

Sub Topics:
  • Creating dataframes from csv
  • Creating dataframes from excel
  • Reading data from SQL databases
  • Exporting data to txt/csv/excel
  • CRUD operations via API

Learning Objectives: In this module of AWS Architect Training, you will be introduced to Amazon Virtual Private Cloud. It will help you understand how you can make public and private subnets with AWS VPC, along with a demo on creating VPC. This module will also provide an overview of AWS Direct Connect. 

Sub Topics:
  • Matplotlib introduction and installation
  • Line plot
  • Scatter plot
  • Bar graph
  • Histogram
  • Imshow
  • Contour plot
  • Pie chart
  • Grids
  • Multi plot
  • 3D plotting

In this module of AWS Architect Training, you will learn about the different database services offered by AWS to deal with structured and unstructured data. 

Sub Topics:
  • Linear Regression
  • Dimensionality reduction
  • Logistic Regression
  • KNN (k-Nearest Neighbour)
  • SVM (Support vector machines)
  • Random Forest
  • Decision tree
  • Naive Baes

In this module of AWS Architect Training, you will learn concepts like ‘Scaling’ and ‘Load distribution techniques’ in AWS. It also includes a demo around load distribution and scaling your resources horizontally based on time or activity. 

Sub Topics:
  • K-means clustering
  • Apriori algorithm for association


devu.in follows pratical teaching approach in classroom which helped me clear job interviews.
Top class institute to upgrade your skills in Python. Trainers are unique in their teaching strategies as well as their content for Python is one in the world. I guess this is the only Python specific centre in Bangalore and so it makes it more perfect to start your python journey. You will never regret your decision at Devu.


Date published: 01/03/2018
devU Student Reviews  
5 / 5 stars