IIT Guwahati - E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning offered by Imarticus Learning
4.3 /5- Private Institute
- Estd. 2012
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Overview
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
Global artificial intelligence market is projected to exceed value of US $2.8 billion by 2030, expanding at a CAGR of 29% during the forecast period
Duration | 9 months |
Total fee | ₹2.40 Lakh |
Mode of learning | Online |
Credential | Certificate |
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Highlights
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
- Earn a certificate of completion from E&ICT, IIT Guwahati
- No cost EMI plan available for fee payment
- 25 in class real-world projects focused on providing diverse industry exposure
- Get an opportunity to participate in the 3-day visit to the E&ICT Academy, IIT Guwahati campus
- Work on capstone project
- Live training by Academic Professors and Industry Experts
Read more
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Course details
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
Skills you will learn
Who should do this course?
- Candidates who aspire to be Machine learning engineer, Business analyst, Data analyst, Web & social media analyst, Artificial intelligence engineer, Data scientist, Machine learning architect, Data science/machine learning consultant
What are the course deliverables?
- Learn real-world Machine Learning and Deep Learning skills through multiple AI Deep Learning business projects, transforming you into a sought-after New Age AI and ML Specialist
More about this course
- This program provide the best learning outcome to the aspiring machine learning and artificial intelligence learners
- This course help you prepare for the Data Scientist, Data Analyst, Machine Learning Engineer, and AI Engineer roles.
- Participants build a strong foundation of data science concepts and industry experts will help you learn practical implementation of machine learning, deep learning, and AI techniques through real-world projects from diverse industries.
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Curriculum
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
Python Programming
Intro to programming & python
Datatypes
Operators
Expressions
Conditionals
Loops
Functions
Recursion
OOPS Concepts
Data Structures
Numpy
Pandas
Error Handling
Scikit-learn library
Mathematics for Data Science
Linear Algebra
Calculus
Statistics & Probability
Linear Regression & Outlier Rejection
Optimization and its techniques/types
Constrained and Unconstrained Optimization
Basics of Mathematical Preliminaries
Stochastic Search
Model validation
PSO and Genetic Algorithm
Dimensionality Reduction
Feature Selection
Feature Selection
Principal Component Analysis(PCA)
Discriminant Functions
Linear Discriminant Analysis(LDA)
Exploratory Factor Analysis(EFA)
Unsupervised Learning, Generative Models and Pattern Discovery
Introduction to Unsupervised Learning
Spherical K-Means and Incremental Clustering
K-Means Clustering
Hierarchical Agglomerative Clustering and DBSCAN
Mean-shift Clustering
Estimation Theory
PLSA & Sequence Mining
Association Mining Rule
Hidden Markov Model (HMM)
Supervised Learning and Discriminative Models
Introduction To Supervised Learning
Bayesian Classification and Performance Analysis
Logistics Regression
Perceptron
Multilayer Perceptron
MLP: Backpropagation and Applications
K-NN and RBF, ANN
Data Balancing Techniques And Applications
Classification and Regression Trees
Decision Trees and Random Forest
Support Vector Machines (SVM)
Deep Learning
Introduction to Deep Neural Network
Convolutional Neural Network
Implementation of ConvNet/CNN from scratch
Speech, Vision, NLP
Image Processing using OpenCV
Signal Processing
SciPy
Introduction to Natural Language Processing (NLP)
N-gram Language mode
Vector Semantics
NLP Library
Neural Models for NLP
NLTK
Machine Learning & Cloud
Cloud fundamentals
ML tools on Cloud (AWS, Azure, GCP)
Deploying ML project on cloud
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Faculty details
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
Y Laxmi Prasad
With close to eight years of experience as the director of Clinitral, YL Prasad is an expert in SAS programming. Based in Hyderabad, he has worked extensively in the SAS programming and consulting sector. Educated at JNTU, YL Prasad started his career as a Consultant with Cognizant before working as a SAS Consultant with Siro Clinipharm. His educational qualifications include an M.Pharm from Hyderabad’s reputed JNTU.
Vinay Borhade
Vinay’s tech expertise includes AI, machine learning, Python, PL/SQL, and big data – Netezza, Java/J2EE. Having served more than ten years with Bank of America (Merrill Lynch), he has worked on projects like finance, liquidity and capital risk (regulatory reporting). He consistently brings business from clients for BOA using technologies like machine learning, data analytics, Quartz, Python, IBM Netezza, Oracle (Exadata).
Arunkumar Nair
Arunkumar has over 19 years of IT experience in Big Data Analytics, Data Visualization Data Warehouse, 24X7 DBA, Cloud and application projects and 2 years of on-site experience in the USA and the Middle East. He holds extensive hands-on technical expertise in providing architectural solutions and can give technology vision while managing large teams.
Dr. D. Pradeep Kumar
Dr D. Pradeep Kumar holds over six years of research experience in machine learning, data mining, soft computing and time series forecasting related topics with over 3 years of full-time teaching experience at an autonomous engineering college. Dr Kumar holds a UGC-NET lectureship and GATE CS. His specialities include research and development of various soft computing hybrid models of time series forecasting and applying them in banking and finance and related domains.
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Entry Requirements
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
Eligibility criteria
- Bachelor's/ Master's degrees in Computer Science/ Engineering/ Math/ Statistics/ Economics/ Science with a minimum of 50% marks in graduation.
Other courses offered by Imarticus Learning
F
Fenil Patel
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
Offered by Imarticus Learning
4
Learning Experience: Python machine learning deep learning statistics etc
Faculty: Faculty was so good name like Nikita Tandel
Curriculum was relevant and comprehensive
Course Support: Career support was helpful
Reviewed on 22 May 2022Read More
K
Kshitij Agarwal
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
Offered by Imarticus Learning
4
Student Review
Other: IIT Faculty is excellent. They explain the topics in detail and also encourages to ask questions during lectures/guided assignments. Imarticus platform is very good and easy to use and at the same time it is user friendly. Course Progress is tracked automatically and reminders of all events are served in a very proactive manner. All the lectures recordings and material to go through is available online for 24x7 access. Imarticus team is very supportive and always ready to provide help in a best possible manner. I hope by end of this program, I should have fair knowledge of ML and Al subject which I can use in my professional career to move forward.
Reviewed on 8 Feb 2022Read More
D
Dipra Chakraborty
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
Offered by Imarticus Learning
5
Student Review
Other: The course is excellent - It starts with basic staffs like Python programming and goes deeper in the specific areas of Algorithms and its various applications. I had no such knowledge on Machine Learning but after attending the course I can say I have a good grip over the subject. The IIT G Faculties are good and supportive, they provide study materials along with doubt clearing sessions as well. Assignments are of very high quality with full assistance. I would like to thank the team Imarticus for the course.
Reviewed on 8 Feb 2022Read More
View All 3 Reviews
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Frequently Asked Questions
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
Q: Is it worth pursuing Certificate at Imarticus Learning?
A:
{Source: Certificate students & alumni}
Pros:
* Knowledgeable teachers: Many students and alumni praised the teachers' domain knowledge and willingness to help.
* Relevant coursework: The curriculum covers essential aspects of investment banking operations, making students industry-ready.
* Placement opportunities: Imarticus has ties with several prominent companies, providing numerous placement opportunities.
* Professional transparency: Counselors guide students through the admissions process, ensuring they're informed about the program.
* Infrastructure: The campus offers modern amenities, including Wi-Fi-enabled classrooms and air-conditioned spaces.
Cons:
* Limited hands-on training: Some students felt that the course could benefit from more practical sessions.
* Online limitations (for some): Those who pursued the online course reported limited interaction with faculty and peers compared to the offline mode.
Verdict:
Based on the feedback, pursuing a certificate at Imarticus Learning seems worthwhile for those interested in investment banking operations. While some areas may require improvement, the majority of students and alumni report positive experiences with knowledgeable teachers, relevant coursework, and strong placement opportunities. However, individual results may vary depending on factors like personal effort and adaptability.
Note: I've omitted statements that weren't widely corroborated or seemed to focus on minor issues. If you'd like me to elaborate or expand on certain points, please let me know!
Pros:
* Knowledgeable teachers: Many students and alumni praised the teachers' domain knowledge and willingness to help.
* Relevant coursework: The curriculum covers essential aspects of investment banking operations, making students industry-ready.
* Placement opportunities: Imarticus has ties with several prominent companies, providing numerous placement opportunities.
* Professional transparency: Counselors guide students through the admissions process, ensuring they're informed about the program.
* Infrastructure: The campus offers modern amenities, including Wi-Fi-enabled classrooms and air-conditioned spaces.
Cons:
* Limited hands-on training: Some students felt that the course could benefit from more practical sessions.
* Online limitations (for some): Those who pursued the online course reported limited interaction with faculty and peers compared to the offline mode.
Verdict:
Based on the feedback, pursuing a certificate at Imarticus Learning seems worthwhile for those interested in investment banking operations. While some areas may require improvement, the majority of students and alumni report positive experiences with knowledgeable teachers, relevant coursework, and strong placement opportunities. However, individual results may vary depending on factors like personal effort and adaptability.
Note: I've omitted statements that weren't widely corroborated or seemed to focus on minor issues. If you'd like me to elaborate or expand on certain points, please let me know!
Upvote 
Q: Who are the top recruiters from Imarticus Learning when it comes to placements?
A:
Imarticus Learning has placed its selected students in known and reputed companies such as Mk Saraswat & Associates, 3D Logic, International Baritaric Club, Blue I Software Solutions, Heg Mandideep, Mppcb, Healthspring (Family Health Experts ), Kalpa Electrikal, T Venugopal, Agroa Infrastructure Pvtltd.
Upvote Q: Can Imarticus Learning be considered a good college?
A:
Imarticus Learning is a reputed institute for MBA/PGDM, Certificate, BBA, PG Diploma. Students can opt these programs to pursue their career in Business & Management Studies, Banking, Finance & Insurance, IT & Software. Institute has trained & experienced faculty who deliver these programs. Imarticus Learning has a review rating of 4.6 on the basis of reviews by students. In addition to this, it has been rated 4.6 on campuslife, 4.5 on placements, 4.9 on faculty and 4.4 on Infrastructure.
Upvote Q: What kind of specializations are available in courses offered at Imarticus Learning?
A:
Imarticus Learning offers Degree, Diploma and Certificate courses including 1 UG and 7 PG courses. These programs are offerred in Full Time and Part Time mode. Imarticus Learning has specializations such as MBA/PGDM specializations in Business Analytics, Investment Banking, Finance, Digital Marketing, Certificate specializations in Investment Operations, Financial Planning & Analysis, Finance, Supply Chain, Cyber Security, BBA specializations in Finance, PG Diploma specializations in Data Analytics.
Upvote Q: Question: How is the course curriculum for Certificate at Imarticus Learning?
A:
{Source: Certificate students & alumni}
Course Curriculum at Imarticus Learning (Certificate)
* Practical Components: The course includes practical components, making it ideal for those interested in finance and banking operations.
* Financial Products: Students learn about core investment and financial products, providing them with in-depth knowledge of the field.
* Domain Knowledge: Faculty members, who are experts in their domains, deliver lectures and provide knowledge and expertise in communication and personality development.
* Soft Skills Grooming Sessions: Regular soft skills grooming sessions help students enhance their presentation and communication skills.
* Mock Tests and Exams: Mock tests and exams are conducted regularly to assess students' knowledge and prepare them for real-world scenarios.
* Updated Course Curriculum: The course curriculum is well-designed and updated according to the latest market trends, ensuring students receive relevant and timely knowledge.
Note: These points summarize the common themes that emerged from the student and alumni reviews about the course curriculum at Imarticus Learning.
Course Curriculum at Imarticus Learning (Certificate)
* Practical Components: The course includes practical components, making it ideal for those interested in finance and banking operations.
* Financial Products: Students learn about core investment and financial products, providing them with in-depth knowledge of the field.
* Domain Knowledge: Faculty members, who are experts in their domains, deliver lectures and provide knowledge and expertise in communication and personality development.
* Soft Skills Grooming Sessions: Regular soft skills grooming sessions help students enhance their presentation and communication skills.
* Mock Tests and Exams: Mock tests and exams are conducted regularly to assess students' knowledge and prepare them for real-world scenarios.
* Updated Course Curriculum: The course curriculum is well-designed and updated according to the latest market trends, ensuring students receive relevant and timely knowledge.
Note: These points summarize the common themes that emerged from the student and alumni reviews about the course curriculum at Imarticus Learning.
Upvote 
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
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E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning at Imarticus Learning Contact Information
E&ICT Academy IIT Guwahati - Certification in Artificial Intelligence & Machine Learning
at Imarticus Learning
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5th Floor, B-Wing, Kaledonia, HDIL Building, Sahar Rd
Mumbai ( Maharashtra)
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