Learn - AI

Artificial Intelligence (AI)

Artificial Intelligence (AI) enables machines to perform human like tasks by learning from experience and adjust to new inputs. Computers can be trained using technologies like deep learning and natural language processing to accomplish specific tasks by processing large data and recognizing patterns in data.   Common AI examples like self-driving cars and chess playing computers is rely on these technologies.

Artificial Intelligence (AI) has revolutionized the many sectors and some of the examples:

Healthcare: AI applications in healthcare have improved diagnosis and personalized medicine.

Retail: AI enables the customers to experience virtual shopping, personalized recommendations and discussing purchase options.

Banking: AI has helped to identify fraudulent transactions and provide accurate credit scoring1.

 

LEARN – AI is the only Indian company that is an Official business partner of OpenCV

OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products.

The library has more than 2500 optimized algorithms, which includes a comprehensive set of both classic and state-of-the-art computer vision and machine learning algorithms. These algorithms can be used to detect and recognize faces, identify objects, classify human actions in videos, track camera movements, track moving objects, extract 3D models of objects, produce 3D point clouds from stereo cameras, stitch images together to produce a high-resolution image of an entire scene, find similar images from an image database, follow eye movements, recognize scenery and establish markers to overlay it with augmented reality, etc.

Along with well-established companies like Google, Yahoo, Microsoft, Intel, IBM, Sony, Honda, Toyota that employ the library, there are many startups such as Applied Minds, VideoSurf, and Zeitera, that make extensive use of OpenCV.

 

Learn-AI is the official business partner of TCS iON

TCS iON™, a strategic unit of Tata Consultancy Services (TCS), a leading global IT services, consulting and business solutions organization, announced that its National Qualifier Test (NQT) will now be a common gateway test for several participating corporates for their fresher recruitment programs. This standardized test will provide candidates with access to open positions at multiple corporates, while helping corporates get an in-depth understanding of applicants’ cognitive abilities, and reduce evaluation overheads.

TCS iON Certification on Artificial Intelligence demonstrate domain knowledge in AI and showcase AI developer skills to potential recruiters.  This helps both students and professionals to gain a job in top companies.

 

Objective of the program: To empower the students or professionals with the knowledge AI Computer vision applications that helps them to grow as a future AI professionals.

  • Duration: 60* Hours
  • For Students & Professionals
  • Instructor led sessions
  • Online access to OpenCV modules
  • Optional Advanced modules
  • 100 Free GPU hours of Azure credits to be used with Microsoft Azure Cloud Services

 

Sources:
1.         Available at: https://www.sas.com/en_in/insights/analytics/what-is-artificial-intelligence.html.

Course Content


1.Introduction to Python
2.Variables
3.Datatypes
4.Data Extraction
  • Dealing with databases
  • File System
5.Data Manipulation
  • Lists
  • Dictionaries
  • Numpy
i.Arrays
ii.Series
  • Pandas
i.Dataframe
ii.Groupby
iii.Sorting
iv.Indexing
1.Basic
2.Multi-indexing
3.Hierarchical
  • Numpy
f.Scikit Learn
i.Algorithms
1.Regression
2.Classification
 
6.Data Visualizations:
  • Matplotlib
  • Seaborn
1.Introduction to OpenCV
2.Images
  • Basics
  • Operations
3.Videos
  • Basics
  • Manipulations
5.Application of Deep Learning in OpenCV
Face:
  • Recognition
  • Alignment
  • Landmark Detection
  • Smile detection
  • Morphing
  • Aging
CNNs:
  • Basics
  • LeNet
  • RetinaNet
  • Faster RCNN
TorchVision
Segmentation:
  • UNet
  • DeepLab
  • SegNet
  • LinkNet
  • Fully Convolutional Network
Pose Estimation:
  • DensePose
  • Squat
Object Detectors:
  • YOLO
  • SSD
  • Custom

 

Certificate

On completion, you can download and print off a certificate that is endorsed by the relevant professional body.

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1.2 lac + GST
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Highlights
  • Duration: 60 Hours
  • For Professionals
  • Instructor led sessions
  • Online Certification Course