Features
- Lectures - 30
- Duration - 15 Weeks
- Case Studies and Assessment - 15+
- Delivery Mode - Online/Offline
- Batches - Weekdays/Weekend
- Capstone Projects - 10 projects( Choose anyone)
- Zero Cost EMI Options Available from RBI Approved NBFCs
Data Science is a cross disciplinary blend of tools and technologies which work conjointly to understand business, clients, patterns and resolving inquisitions which we yet not perceived from the data stored from data warehouses and all possible web applications. This program is the perfect blend of Statistics, Programming, Machine learning, Deep Learning, Data Visualization designed to give you a holistic view of Data Science.
Program Overview
- The most comprehensive curriculum with training material designed by NASSCOM, along with its 31 SIG(Special Interest Group) members such as Goldman Sachs, IBM, Ins Analytics, Infosys BPO, Insights of Data, JP Morgan, Karvy Analytics, Knod Global, KPMG, Wipro, WNS, Wells Fargo, Amazon, Capgemini, Concentrix, CITI, Cyient Insights, Accenture, EXL, First America, Fractal Analytics, GENPACT, Google, ADP Deloitte, HCL, HDFC, IBM, ISC2, NIIT University, PwC, Symantec, TCS to name a few, that will prepare you for future externalities in the data analytics industry and fulfill the gap of academics and industry requirements.
This official certified NASSCOM- certified Big Data Analytics program covers Python training, Data Mining, Machine Learning Algorithms, Deep Learning, Time-Series forecasting, SQL and Tableau.
Program Structure
- 40 hours Pre-Learning: Before you come in, get ready for the program. You will get a series of online recorded tutorials to understand the structure of Data Science.
- 90 hours Program: Here, you will get Hands-on Experience on SQL, Python Programming, Statistics, Machine Learning and Tableau.
- 170 hours Post Program: Learning does not stop here. After completing the Program, you will work on Project, Assignments. Doubt clearing is also provided. You will be working on any one capstone project from the list of few projects on your choice.
Eligibility:
- Work Experience – Working professionals in IT / Analytics / Statistics / Big Data / Machine Learning
- Education – Fresh Graduates from Engineering/ Mathematics / IT backgrounds.
Sample Certificate
Nasscom Certificate –
-
SQL [8 hours]
BASIC OF DATABASE, TYPES OF DATA BASE, DATA TYPES, SQL OPERATORS, EXPRESSION (BOOLEAN, DATE, NUMERIC), CREATE, INSERT, DROP, TRUNCATE, DELETE, ALTER, UPDATE, SELECT, RANGE OPERATER, IN, WILDCARD, LIKE CLAUSE, CONSTRAINT, AGGREGATION FUNCTION, GROUP BY, ORDER BY, HAVING, JOINS, CASE, COMPLEX QUERIES
-
Python Programming [12 hours]
Introduction to Python, What and Why Python, Variables, Databases and operation, Datatypes and operation , Operators, Block Structure, Data Structures, Functions , Modules, Class, Numpy, Pandas, Matplotlib, Seaborn
-
Advance Statistics [16 hours]
Introduction to Statistics, Descriptive Statis, Population and Sample, Types of Data, Percentile, Quartile, IQR, Corelation and Covariance, Measure of Central Tendency, asymmetry and variability, Skewness, Kurtosis, Central Limit Theorem, Confidence Interval, Hypothesis Testing, p-value, T-test, Z-test, F-test
-
Machine Learning and Deep Learning [42 hours]
Introduction to Machine Learning, Types of Machine Learning, Linear Regression, Logistic Regression, Decision Trees, Naive Bayes, K-Nearest Neighbor, Support Vector Machine, Random Forest, PCA, K-Means, Introduction to Neural Network, Foreward Propagation, Activation Function, Optimizers, Padding, Pooling, Convolution, Check Points, Neural Network Implementation, Time Series Analysis
-
Tableau [12 hours]
TABLEAU PRODUCTS, INSTALLATION OF TABLEAU DESKTOP/PUBLIC, CONNECTING TO DATABASES, REPLACING DATASOURCE, TABLEAU CANVAS INTERFACE, DATA TYPES, DRILL DOWN, HIREARCHIES, MEASURES, DIMESIONS, SORTING, GROUPING, PARAMETER, SETS, COMBINE, DATA BLENDING, FILTER, MARKS CARD, DUAL AXIS, CALCULATED FIELD, VISUALZATION, CANVAS FORMATING, DASHBOARD CREATION
-
Program Benefits
- ✔️ Cutting Edge Curriculum: Hand crafted Course content made by Experts from various Industries. Learn through Practical case studies and multiple projects.
- ✔️ Build Solid Foundation: 90 hours focused course on Data Science.
- ✔️ On the Go Learning: Online accessible E-learning Material, recorded lectures, case studies and Research Paper through our system.
- ✔️ Industry Mentorship: Get 1 to 1 guidance from Industry experts and start your career in Data Science.
- ✔️ Earn a Government of India approved & globally recognized certificate by NASSCOM IT- ITes SSC by clearing NASSCOM assessment examination.
-
Skills you will possess post program
-
Capstone Projects
- The most effective way to learn Data Science is to learn practically. Once the program gets finished candidate will be provided with a few Projects based on Machine Learning. You are advised to choose any 1 project according to your domain and your interest. Some examples of capstone project:
- ✔️ Prediction of Future security prices
- ✔️ Credit card Risk Analytics
- ✔️ Sales Prediction for Big Mart
