We are offering Data Science certification program with NASSCOM certification (based on assessment). This gives an end-to-end understanding of data science covering Data Analytics, Machine Learning, Visualization, Data Pre-processing, Deep Learning, and much more.
The Official NASSCOM program will help you master skills and tools like Liner Regression, Logistics Regression, Tree based algorithms. Ensemble Techniques, Clustering, R Studio, R Programming, Python, Statistical functions, Machine Learning, Deep Learning algorithms Optimizers, Activation Functions, Checkpoints, Natural language Processing, Computer Vision, Reinforcement Learning etc. that use predictive analytics to solve real-time decision-making problems and Data Visualization tools like Tableau. The program provides access to high-quality content and other resources to put you on the right path to be a Data Analyst and eventually become a Data Scientist.
Vector, Matrix, Array, List, DataFrame, Factors
File Handling (upload, download), connecting with database
Functions (Custom/user defined)
Apply Family, Graphs with R
Assessments:- Assignment of R
IDE of Python, Basics of Python, Control Structure, String, Number
List, Dictionary, Sets, Tuples, file handling, functions
Numpy, regular expressions
Pandas, Graphs( Matplotlib), init
Assessments:- Assessment of Python
Descriptive Analytics (mean, median, mode, AM, GM, HM, Quartile, Percentile, Decile, Box plot, range, MD, SD, Variance)
Covariance, Correlation, skewness, kurtosis
Hypothesis Testing (p value)( T-test, Z-test, F-test)
Regression Analysis( simple, mutiple, linear, non linear)
Assessments:- Assessment of Statistics
Classification( training, test, ROC, confusion matrix),KNN, Decision Tree
Probability, Bayes Theorem, Naive Bayes classifier
ANN, CNN, RNN
Clustering(K-Means), Association Mining
Time Series Analysis( differencing, MA, AR, ARMA, ARIMA, exponential smoothing)
Assessments:- Assessment of ML
Excel Overview, Formatting excel and shortcuts , Basic Formulas,sorting data,filtering data, column chart, Pie chart,Pivot tables, Vlookup, Match Function,Lookup Function, VBA
10 Assignment;One Each Topics
2 Full Test
Basic of Database, Types of Database, Types of Datatypes,SQL Operators Create, Insert, Drop, Truncate, Delete, Alter, Update, Select, Range Operator In, Wildcard, Like clause, Constraint Aggregation Function, Group by, Order by, Having, Joins, Case, Complex Queries
Assessments:- Assignment of SQL
Tableau Desktop, Tableau products, Dimensions, Measures, Filters, Marks, Dual Axis,
LOD expressions, Storyline, maps, market maps, Tableau preference scripts, connecting to different data sources
Dashboard Designing, Dashboard Actions, Extract, Live connection
Assessments:- Tableau Assessment
02 Assignment;One Each Topics
01 Full Test
Introduction to convolutional neural network
Convolution pooling padding and its mechanism
Forward propagation and backward propagation
AlexNet, VGGNet, Inception Net, ResNet
Transfer Learning
Assessments:- 02 Assignments
Introduction to Natural Language Processing
Components of Natural Language Processing
Stop Words
Tokenization and Lemmatization
Parsing
Stemming
Text Segmentation
Assessments:- 02 Assignments
Introduction to Reinforcement Learning
RL Frame work
Component of RL Framework
Types of RL system
Examples of RL systems
Assessments:- 02 Assignments
2 Full Test
Our live-projects offering prepares you for a range of analytics offerings in data science domain. For this course we would work on these projects:
Learn 25+ In-Demand Skills & Tools
Course Curriculum designed & Created by NASSCOM & 30+ top Notch companies
Earn a Government of India and globally recognized certificate by NASSCOM IT-ITeS SSC.
Get Hands-on experience on 05+ industry project and Get Specialization on 5-6 Capstone Project (Choose any 1)
Case Studies, Quizzes, Assignment & Assessment
NASSCOM SSC official study material, E-Learning Study Material and LMS Access for 1 Year.
Assessment & Certification from NASSCOM IT-ITeS
Interview Preparation, LMS access for lifetime, Recommendation cum Internship Letter, Placement Assistance.
Learn from India’s leading Data Science faculty and industry leaders