100% placement
Live sessions
NSQF Aligned Courses
Hands-on-practical exposure
100% placement
Live sessions
NSQF Aligned Courses
Data Science is not restricted to IT industry. It is equally important for every industry as companies are relying increasingly everyday on data-driven decisions. This is revolutionizing the whole process of how decisions are taken in every sector, and that is leading to ever-increasing demand of skilled workforce in Data Science. Because of this, the popularity Master Certification in Data Science and Artificial Intelligence is increasing.
79 % of CEOs are concerned about employees’ lack of essential skills and identify the issue as a threat to growth. 60 % of employees believe their current skill set will be outdated in the next three to five years. 46 % of CEOs cite significant retraining and upskilling as the top strategy to close a potential skills gap in their organization. According to Analytics Insight, there will be 137630 jobs for Data Science in India by 2025. Median salary of a data scientist in India is 9.8 lakh per annum. A Masters in AI and Data Science can help a student get a job.
There is a demand for experts in data science & AI in information technology and services companies. One can work as a data scientist, data architect or data analyst after pursuing Master Certification in Data Science and Artificial Intelligence. The jobs in the field requires one to capture and process the data that provide solutions to a wide range of industrial, commercial, and professional activities. Data analyst and AI professionals have to collaborate with engineers, the banking system, doctors, biologists, HR professionals, IT systems, statistics, marketing, managers, economists, and even startups.
What is Data Science
Artificial Intelligence
Machine learning
Real world AI and ML application
What is Big Data
R Overview: What is R and why use R?
R preliminaries: Writing basic R commands
Basic Data Types in R
Data Structures in R: Vectors
Data Structures in R: Matrices
Data Structures in R: Data frames
Data Structures in R: List
Installing Packages in R
Importing data sets into R
Matplotlib
Seaborn
Intro to statistics
Population,sample
sampling techniques
quartile,decile
Anaconda Software
Conditional statements and Loops
String,List,Tuple,Dictionary,Sets
User defined functions
Modules and Packages
Principal Component Analysis (PCA)
Non-negative matrix factorization (NMF)
Linear discriminant analysis (LDA)
Generalized discriminant analysis (GDA)
Regression(Linear,Multilinear)
R square,Adjusted RSquare
Classification
KNN
Clustering (k MEANS, HIERARCHIAL, DBSCAN)
SVM
Logistics Regression
Random Forest
ANN
Activation Function (Relu, Leaky, Relu, PReluTanh, Sigmoid, Softmax)
Loss Function like Cross Entropy,MSE
Optimizers i.e GD,SGD,SGD with momentum,Adam,Adagrad etc..
Demo on creating simple architecture
RNN intro
Word Embedding
Data Preprocessing
LSTM
GRU
BERT
Image Classification models
Resnet
inception
Object Detection
SSD,Yolo
image Segmentation
Data Definition Language
Data Manipulation Language
Data Query Language
Joins
Subquery
Function and procedures
Health and Safety Hazards
Accident prevention at workplace
Personal Hygiene
Electrical Equipment Hazards
CPR
Team building
Team performance
Feedbacks for team
NSQF (National Skill
Qualification Framework)
aligned program
Blended model of training delivery – Virtual Master Class with face-to-face training
E-Learning content
with 24X7
access
Internship embedded
with Master &
Advance Program
Live Projects with
the help of specially
developed stimulators
Assured
Placements
Get trained from the Master Trainers with extensive experience of industry
Free Tools (Worth INR 80,000) with Master Certification program
NSQF (National Skill
Qualification Framework)
aligned program
Blended model of training delivery – Virtual Master Class with face-to-face training
Internship embedded
with Master &
Advance Program
Live Projects with
the help of specially
developed stimulators
Assured
Placements
Get trained from the Master Trainers with extensive experience of industry
Free Tools (Worth INR 80,000) with Master Certification programme
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