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About Analytics Vidhya

Location: Online

Data Science Immersive Bootcamp Program by Analytics Vidhya is a Job Guaranteed* Training Program. It is a Live Instructor Led Online Program(500+ hours) led by Industry Experts on Data Science, Data Engineering and Cloud Computing. The program comes... Read More

Courses

Data Science Immersive Bootcamp

Cost: $3,500
Duration: 30 weeks
Locations: Online
Course Description:

Modules:

1. Introduction to Data Science and understanding the stages of Data Science lifecycle
Get an overview of what Data Science is and how organizations leverage it - Understanding the Stages of Data Science Lifecycle

2. Problem Formulation and Storytelling using Excel
Formulating Business Problem to Data Science Challenge - Best practice to perform hypothesis generation - Create data stories to create business insights

3. Build Data Stories using SQL
Get proficiency with SQL - Work with high volume of structured data

4. Build Data Stories using PowerBI
Building data stories and creating impactful reports and dashboards for a given dataset using PowerBI

5. Python for Data Science
Get familiar with python programming - Able to read/write files from /to various sources

6, Software Engineering Fundamentals
Master the advanced python programming concepts - Get familiar with functional and object oriented programming - Able to work with shell/terminal commands - Familiarity with github and working with databases

7. Cloud Computing
Understanding the Fundamentals of Cloud Computing - Get familiar with Amazon Web Services (AWS)

8. EDA and Statistics
Perform univariate and multivariate analysis and generate business and statistical inferences

9. Getting started with Machine Learning
Understand Machine Learning basic concepts - Build and Improve ML solutions for regression and Classification models

10. Unsupervised Machine Learning Models
Understand the concept of unsupervised learning - Get familiar with important unsupervised learning algorithms

11. Feature Engineering and Ensemble Learning
Learn about feature engineering and its importance in data science - Explore the different feature engineering techniques - Understand the concept of ensemble learning and build ensemble models

12. Building Scalable Models
Understand the Architecture of Apache Spark - Build ML models using Spark - Automate the ML workflow using Spark ML Pipelines

13. Working with NoSQL DataBases
Basic understanding of different types of NoSQL databases - Get proficiency with MongoDB

14. Time Series Forecasting
Learn to work with time series problems - Explore the time series forecasting algorithms

15. Getting started with Natural Language Processing (NLP)
Understand what Text data comprises of and how to work with it -Start right from loading text data, pre-processing it to extracting features for solving complex NLP tasks

16. Basics of Deep Learning
Introduction to Deep Learning -Understanding different types of neural networks -Exploring different Deep Learning frameworks

17. Model Deployment
Deploying Machine Learning and Deep Learning models using Streamlit -Deploying Machine Learning and Deep Learning models using Amazon Web Services (AWS)

Subjects:
NoSQL, Apache, Python, Machine Learning, SQL, AWS, Data Science, Cloud Computing

Analytics Vidhya Reviews

Average Ratings (All Programs)

Analytics Vidhya logo

4.78/5 (9 reviews)

Prithvi Raj Karki
Data Scientist-1 | Graduated: 2022

6/13/2022

Course
Data Science Immersive Bootcamp

Overall

Curriculum

Job Support

"Structured program"

I think I am privileged to get to know and attend this program. As a fresher I knew, it would not be easy to get a job as a Data Scientist. The program structure is so convenient and engaging, anyone can learn and own analytical skills needed, literally... Read More

Amrit Mohapatra
Associate Analyst | Graduated: 2022

6/13/2022

Overall

Curriculum

Job Support

"Overall the experience was really good"

Overall the Experience was good . They helped me a lot in clearing my doubts from root level. One on one sessions were conducted which again helped me a lot to gain confidence while attending the interviews. Immediate rectification of mistakes were done... Read More

Jaskirat Singh
Software Engineer | Graduated: 2022

6/10/2022

Course
Data Science Immersive Bootcamp

Overall

Curriculum

Job Support

"Complete package, you get everything you need"

The program is a complete package, starting from basics required to kick off , with in depth coverage of topics added with practicals. So, it's for everyone, someone starting from basics or someone wanting to switch their field. Placement support is also... Read More

Navneet Mann
Decision scientist | Graduated: 2021

4/20/2022

Course
Data Science Immersive Bootcamp

Overall

Curriculum

Job Support

"Great experience"

It is a great course overall. Covers all important topics required for working in the data science domain. They have great set of instructors who are very supportive. There were regular doubt sessions organised by AV. Assignment and projects done during... Read More

Anonymous
Graduated: 2021

4/14/2022

Course
Data Science Immersive Bootcamp

Overall

Curriculum

Job Support

"Supportive, Career Progression, Complete"

The support staff is extremely active and always there to resolve issues, if any. The lectures ar delivered by world class renowned faculty with vast experience in the field of Data Science. The curriculum is adequate and complete and the job support... Read More

Jai Patiye
Data Scientist. | Graduated: 2022

4/14/2022

Course
Data Science Immersive Bootcamp

Overall

Curriculum

Job Support

"Unique & Successful."

Pros :- 1. This course is a gateway to numerous job opportunities in the Data industry, irrespective of your college or background. 2. This course has a structure to it. That structure makes it easy to learn and remember things for a long time. 3. The... Read More

Ashish Yadav
Data Analyst | Graduated: 2021

4/14/2022

Overall

Curriculum

Job Support

"What more could you ask for, Fantastic Course!"

Though I was learning and working on machine learning for several years, AV Bootcamp immensely helped me fill the gaps in my knowledge. I understood the business perspective of Data Science through the Bootcamp and applied my expertise to multiple projects.... Read More

Shuhul Nehru
Graduated: 2022

4/14/2022

Overall

Curriculum

Job Support

"Great Experience!!!"

My experience at bootcamp was superlative. In the bootcamp every aspect of data science was covered and their self paced courses from Kunal sir were stupendous. Also, all learnings were then implemented on Hackathon problems which further helped me in... Read More

Kaushal S Shetty
Data scientist | Graduated: 2021

4/14/2022

Course
Data Science Immersive Bootcamp

Overall

Curriculum

Job Support

"BOOTCAMP"

I was a part of the first bootcamp conducted by Analytics Vidhya. Coming from a non technical background Av provided that platform to learn at develop those skills with constant support during learning. They taught how to structure the thoughts while... Read More

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