Infimind Certificate Programme in
Artificial Intelligence and Machine Learning
6 Months | Weekend/Weekday | Online | No cost EMI Available
“Artificial Intelligence Specialist” is the number one emerging job with 74% annual growth. AI is the field of science with assured growth in the career prospect.
“Be tomorrow’s leader by learning AI & ML now.”
Start Date: TBD
6 months, weekend and weekday batches
80 to 90 hours of faculty lectures
40 to 60 hours of question and answer sessions
250+ hours of practical assignments and projects
Interactive Faculty Lectures (Online / In-Class)
Practical sessions, Assignments, and Projects
Interactive Question and Answer Sessions
Prior programming / coding skill NOT mandatory to learn this program
Hand holding when required
Dedicated Student Success Mentor
We teach you both R and Python language
No Cost EMI Option
A Ph.D. in Computer Science from IIT-Kharagpur
Acclaimed professional in the field of AI, ML, and NLP
Researcher, Educator, and Speaker on AI & ML
Author of two books and many journal papers on AI & ML
DR. UMESH HODEGHATTA RAO
An MS in Computer Science from BITS-Pilani.
Co-author of book “Business Analytics Using R – A Practical Approach”
Expert in Artificial Intelligence, Machine Learning, and Deep Learning.
Conductor of AI workshops for mid-level analysts.
You will Learn
Overview of Business Analytics, Artificial Intelligence and Machine Learning
Introduction to R: About R, packages, features, how to use, etc
R for Data Analysis
Introduction to Descriptive Analytics
Business Analytics Process and Data Exploration (including Data Cleaning and Data Preparation)
Supervised Machine Learning –Classification
Unsupervised Machine Learning
Simple Linear Regression
Multiple Linear Regression
Logistic Regression (including Multinomial Logistic Regression
Neural Networks –Introduction and Applications
Big Data Analysis –Introduction and Applications
Introduction and Use of Anaconda, Jupyter Notebook, Python for Data Analysis & Machine Learning
Data Import and Manipulation in Python, Pandas, NumPy (3 hrs)
Math for Data Analysis (Matrix Algebra, Calculus as relevant to the course) (3 hrs)
Data Visualisation in Python/Matplotlib (3 hrs)
Exploratory Data Analysis (3 hrs)
Clustering and Dimensionality Reduction
Support Vector Machines
Introduction to TensorFow Version 2.0 with Keras
Introduction to Computer Vision and Image Processing
Neural Networks and Training Neural Networks
Hyperparameters, Optimizers and Activation Functions
Overfitting and its Remediation
Information Flow in A Neural Network
Convolutional Neural Networks
Recurrent Neural Networks
Getting Started With NLP, NLTK, Basics of Text Processing
Syntax and Semantics
Primer on Graphical Models, Learning and Inference in Graphical Models
Introduction to Reinforcement Learning
Fee & Financing
To know more about financing options, please contact us at: +1 (917) 732 - 2253
Frequently asked questions
About Our Programme
What is the mode and duration of the AI & ML course?
The AI & ML course is imparted in online, virtual instructor led mode for the duration of 6 months. The classes happen both on weekends and weekdays.
Are there any weekday batches available?
Who will be the faculty?
What is the system requirement for the course?
GPU – NVIDIA 2070/2080 (8GB).
CPU – Intel i7 and above.
RAM – Up to 32 GB.
Storage – Up to 1TB.
OS – Linux, Windows, MacOS.
What is the eligibility criteria for taking up the course?
60% and above marks in Bachelor’s and Master’s degree.
Final semester MBA or engineering students.
Bachelor’s degree holder with at least 2 years work experience.
Professionals with / without programming skills.
Anyone with willingness to learn AI & ML with a mission to improve their career path.
Is there any entrance test to admit to the course?
Is this a certification course?
What are the tools that are covered?
What is your refund / deferral policy?
Any refunds and cancellation of services is solely at the discretion of the Management.
About AI & ML
What is Artificial Intelligence / Machine Learning?
What is the difference between AI & ML?
What is the benefit of learning AI & ML?
What are the industries AI & ML can be applied to?
What are the top skills one can acquire by learning AI & ML?
What is the future of AI and ML?
What is the course fee?
USD 2000 Only.
Are there any EMI facilities available?
Contact us to avail the EMI / instalment facilities that are being provided at Infimind Institute.
What are the modes of payment available?
You can pay the course fee via: