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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Advanced Certification in Data Science & AI is offered by E&ICT Academy, IIT Roorkee through the CloudxLab platform. It is an 11-month long course and has been designed for the online medium. You will learn some of the latest technologies like Tensorflow 2.0, Generative Adversarial Networks (GANs), and other cutting-edge content during the course.
Moreover, CloudxLab’s Data Science & AI certification course also provides you cloud lab access to impart practical skills and valuable hands-on experience. You will learn in-demand skills such as Python, Pandas, Numpy, Spark, Hadoop, TensorFlow 2.0, Random Forests, RNNs, CNNs, Reinforcement learning, and much more. Thus, the course includes more than 29 projects to help you showcase your newfound skills.
Additionally, the Data Science & Artificial Intelligence online course awards a certificate of completion to help you land better opportunities. The Ministry of Electronics and Information Technology, Government of India, sponsors this certification course.
The Highlights
- Hands-on experience
- Certificate of Completion by IIT Roorkee
- 11 Months of Blended Learning
- Timely Doubt Resolution
- Cloud Lab Access
Programme Offerings
- 29+ projects
- Cloud lab access
- Certificate of Completion by E&ICT Academy
- IIT Roorkee
- Hands-on Experience
- timely doubt resolution
- Capstone Projects
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Roorkee |
You can pay for CloudxLab’s Data Science & AI course fee upfront or through a no-cost EMI option.
Advanced Certification in Data Science & AI fee structure
Payment Option | Fee |
Upfront | Rs 98,989 |
No cost EMI | Rs 8,999/Month |
Eligibility Criteria
To enroll in the Advanced Certification in Data Science & AI, you should have basic knowledge of Linux and any programming language.
Moreover, to get the Advanced Certification in Data Science & AI certificate, you must attend at least 60% of the live sessions.
You must also complete 8 guided projects: Sentiment Analysis (Hive) from Hadoop, analyse emails from Python, Log Parsing from Spark, 1 capstone project, 3 mandatory Machine learning projects, and 2 Deep learning projects. Also, you must meet these requirements in 11 months to be eligible for the certificate.
What you will learn
The Data Science & AI online programme will educate you on:
- Introduction to deep learning and machine learning
- Machine learning algorithms
- Big Data with Hadoop
- Big Data with Spark
- Linux for Data Science
Admission Details
Step 1: Applicants should open https://cloudxlab.com/course/108/advanced-certification-course-in-data-science-and-ai to fill the application form and submit the Statement of Purpose (SOP) to register.
Step 2: Your application will be reviewed, and you will get a response within 48 hours.
Step 3: After confirmation of seat and payment of course fee, you can join the course.
Application Details
To join CloudxLab's Advanced Certification in Data Science & AI, you must create a free account and fill out a form. Insert your basic details like name, gender, DOB, email address, LinkedIn profile, and GitHub profile URLs.
Next, enter your education details, including the highest qualification, specialisation, college name, CGPA, year of passing, and programming languages you know. After this, add your work experience (if any), give more details about your job, and add a reference.
If you are a student, just choose that option and proceed. Lastly, write your statement of purpose in 100-500 words and submit the application.
The Syllabus
- Python Foundations
- Linux for Data Science
- Getting Started with Git
- Statistics Foundations
- Machine Learning Prerequisites (Including Pandas, Numpy, & Linear Algebra)
- Getting Started with SQL
- Introduction to Machine learning and Deep learning
- Classification
- Data Preprocessing, Regression - Build end-to-end Machine Learning Project
- Machine Learning Algorithms
- Reinforcement Learning
- Introduction to Artificial Neural Networks with Keras
- Processing Sequences Using RNNs and CNNs
- Training Deep Neural Networks
- Deep Computer Vision using Convolutional Neural Network
- Loading and Preprocessing Data with TensorFlow
- Custom Models and Training with TensorFlow
- Natural Language Processing Concepts and RNNs
- Representation Learning & Generative Learning Using autoencoders and GANs
- Introduction
- Foundation & Environment
- Zookeeper
- HDFS
- YARN
- MapReduce Basics
- MapReduce Advanced
- Analyzing Data with Pig
- Processing Data with Hive
- NoSQL and HBase
- Importing Data with Sqoop and Flume, Oozie
- Introduction
- Scala Basics
- Spark Basics
- Writing and Deploying Spark Applications
- Common Patterns in Spark Data Processing
- Data Formats & Management
- DataFrames and Spark SQL
- Machine Learning with Spark
Instructors
IIT Roorkee Frequently Asked Questions (FAQ's)
No, you will be provided access to IIT Roorkee's BottoML and online lab, so you need not install any software on your computer.
Yes, the Data Science & AI online course will be instructed by IIT Roorkee faculty and industry experts.
You must complete the course in 11 months to qualify for the certificate.
Yes, you will gain lifetime access to the course content once you've purchased the subscription.
You can only request a refund within the first two instructor-led sessions.
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