Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom, Campus Based/Physical Classroom | Video and Text Based | Weekends |
Course Overview
Talentedge offers the Machine Learning and Big Data Analytics programme in association with CSTCP-IIT Allahabad, Prayagraj, for a duration of 12 months. It will introduce you to the various tenets of data science and the techniques of machine learning via a blend of discussions, virtual lectures, case studies, and peer discussions.
As the course progresses, you will have complete knowledge of collecting, analysing, interpreting, visualising, and presenting structured and unstructured data in a sophisticated manner. The Machine Learning and Big Data Analytics online course will expose you to in-demand and popular tools used across the ML and BDA domains.
Apart from the comprehensive curriculum, the Machine Learning and Big Data Analytics online course also offer on-campus immersion modules at the beginning and end. You can participate in the modules to experience the campus and network with peers.
Finally, you'll be awarded the PG Certificate in Machine Learning and Big Data Analytics on successful course completion.
The Highlights
- Alumni status from CSTCP-IITA
- Certificate of completion
- 2 on-campus immersions
- Classroom-based training
- Capstone project
- Eminent faculty from IIT
- Application-oriented learning
- Hands-on programming skills
- Interactive digital learning
- One-on-one interactions
- Case study learning
Programme Offerings
- On-campus immersions
- eminent faculty
- Alumni Status
- Classroom-Based Learning
- Industry interactions
- Certificate of completion
- Mobile platform enabled
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIIT Allahabad |
- Talentedge accepts payments via demand draft, credit cards, debit cards, and pay orders.
- The Machine Learning and Big Data Analytics training course have instalment options also. For the Indian resident’s Rs. 25,000 + GST has to be paid during the first instalment, and Rs. 115,000 + GST charges during the second one. Whereas in the case of international residents, candidates may submit USD 500, and USD 2300 during 1st, and second instalments respectively.
PG Certificate Program in Machine Learning and Big Data Analytics fee structure
| Heads | Amount |
| Programme fee | Rs. 1,40,000 + GST (for Indian residents) USD 2800 (for international students) |
Eligibility Criteria
Educational qualification
The Machine Learning and Big Data Analytics course have some specific enrolment criteria. Firstly, you must be a graduate (10+2+3) in any discipline from any recognised university (AICTE/AIU/UGC/DEC/State Government) both for Indian, and international residents.
You must've also studied Statistics or Mathematics in Graduation or Class XII. In addition, you should possess formal education/functional knowledge of Python, including programming, data structures, and the use of standard libraries.
Certificate qualifying details
Lastly, you'll be granted the Post Graduate Certificate in Machine Learning and Big Data Analytics only if you have a minimum of 75% attendance in the live classes and satisfy the evaluation criteria. If you just meet the attendance requirement, you'll get the participation certificate only.
What you will learn
Successful completion of the Machine Learning and Big Data Analytics programme by Talentedge helps you learn how to:
- Wrangle and visualise data
- Collect, analyse, organise, present, and interpret data using mathematical concepts
- Interpret large chunks of datasets
- Formulate algorithms to help machines derive insights from unstructured and structured data
- Use tools such as Matplotlib to visualise and communicate data insights
- Use TensorFlow to analyse and interpret data deeply
- Manage data infrastructure with a data engineering platform such as Spark
Who it is for
Talentedge's Machine Learning and Big Data Analytics course will benefit:
- Data Analysts
- Executives with analytical aptitude
- Tech enthusiast
- Beginners
Admission Details
- Click here: https://talentedge.com/iiit-allahabad/machine-learning-and-big-data-analytics-for-professionals-with-prior-python-knowledge to go to the Machine Learning and Big Data Analytics course page on Talentedge's website.
- Now, start the enrolment process using the 'Enrol Now' tab. You'll land on a new page.
- Enter your contact information as asked for.
- Then, review the fee details and select a suitable mode of payment.
- Talentedge's academic counsellor will evaluate your application form. If the provided information is correct, you will qualify for the entry assessment. You must complete the assessment to finish enrolment.
Application Details
The Machine Learning and Big Data Analytics programme has a dedicated application form you'll need to complete. Provide your first and last name, mobile number, and active email address. Finally, select your country of residence and proceed to the next step.
The Syllabus
- Reading CSV, JSON, XML and HTML files using Python
- NumPy & Pandas
- Relational Databases and Data Manipulation with SQL
- Scipy Libraries
- Loading, Cleaning, Transforming, Merging, and Reshaping Data
Probability and Statistics
- Descriptive Statistics & Data Distributions
- Probability Concepts and Set Theory
- Probability Mass Functions
- Probability Distribution Functions
- Cumulative Distribution Functions
- Modeling Distributions
- Inferential Statistics
- Estimation
- Hypothesis Testing
- Implementation of Statistical Concepts in Python
Linear Algebra
- Vectors
- Eigen Vectors & Eigen Values
- Matrix Manipulation
- Rank
Building Models Using Below Algorithms
- Linear and Logistics Regression
- Support Vector Machines (SVMs)
- Random Forests
- XGBoost
- Decision Tree, Random Forest, K-Nearest Neighbors
- Partition Based & Hierarchical Clustering
- Principal Component Analysis
- Text Analytics
- Interactive Visualizations with Matplotlib
- Dashboard Development
- Exploratory Visualiza
- Basics of Neural Network
- Linear Algebra
- Implementation of Neural Network in Vanilla
- Basics of TensorFlow
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Generative Models
- Semi-supervised Learning using GAN
- Seq-to-seq Model
- Encoder and Decoder
- Revision of Data Mining algorithms
- Introduction to Big Data analytics & Spark
- RDD’s in Spark, Data Frames & Spark SQL
- Spark Streaming, MLib & GraphX
- Time Series Forecasting
- Predictive analytics
Instructors
IIIT Allahabad Frequently Asked Questions (FAQ's)
Yes, only graduates who meet the eligibility criteria can apply.
The live classes are conducted on Sundays only.
If you don't meet the attendance criteria, you won't get the PG Certificate in Machine Learning and Big Data Analytics.
It will go on for 12 months.
No, it has a classroom-based learning model.