Data analyst certification program with NASSCOM certification (based on assessment). This gives an end-to-end understanding of data science covering data analytics, Machine Learning, visualization, soft skills and much more
Nasscom Certified Associate Analytics Program
PROGRAM OVERVIEW
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CURRICULUM
MODULE 1 : Data Science with R, Python & Machine Learning
SQL
Basics of Database, Types of Databases, DDL, DML, Select, Insert, Update, Delete
Joins, nth highest
Assessments:- Assignment of SQL
R Programming
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
Python
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
Statistics
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
ML
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
VBA, Graphs
Excel
Formulas in Excel
Assessments:- Excel Assignment
Documents
Word, Microsoft powerpoint, Microsoft Vision
Assessments:- Assessment of Word Doccuments
Assignment
10 Assignment;One Each Topics
Test Series
2 Full Test
MODULE 2 : Big Data with Hadoop and Spark
Hadoop
HDFS Architecture( HDFS, YARN, MapReduce, namenode, datanode)/Cloudera
HDFS Commands
HIVE Architecture
Hive Query Language ( DDL, DML, joins, map, dictionary)
HBASE (Hbase architecture)
PIG
Assessments:- Assessment of Hadoop
Assessment of Hive
Spark
Flume/Sqoop/ Oozie
Spark Architecture
Spark Streaming
SparkSQL/Pyspark/SparkR
Assessments:- Assessment of Spark
Assessment of Flume & Sqoop
Assignment
04 Assignment;One Each Topics
Test Series
01 Full Test
MODULE 3 : Data Visulaization with Tableau
Tableau
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
Assignment
02 Assignment;One Each Topics
Test Series
01 Full Test
MODULE 4 : Soft Skills Training
Soft Skills
Understands the Verticals-Engineering, Financial & Others
Manage your work to meet requirements
Work Effectively with Colleagues
Maintain Healthy, Safe & Secure Working Environment
Provide Data/Information in Standard Formats
Working with documents
Develop Knowledge, Skill & Competence
Assessments:- Assessment-01
Assessment-02
Assessment-03
Assessment-04
Assignment
04 Assignment;One Each Topics
Test Series
02 Full Test
PROJECT & TRAINING
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:
- Time Series Analysis: Forecasting the stock price data using different time series algorithms like ARIMA, HW, EWMA etc in R
- Text Analytics: Appling Text Analytics on text data (twitter, online) and calculating polarization, complex words, fog index, text clusteting, text classification in Python
- CNN on Image Data: Applying deep learning in image processing, classification and identifying features in Python
- Data Cleaning and Manipulation in R and preparing different visualization on Retail data
- Building Data Pipeline (Hadoop|Hive|Spark): Building a data pipeline using RDBMS, creating aggration engine in HIVE and Spark-SQL and final visualization in Tableau of the aggregated data using BFSI data
- Data visualization: Country wise population and literacy rate analysis at district level. Geo-Spatial Analysis, action filters, basic design elements, calculated fields etc would be covered in this exercise
- Soft Skills: Group projects where students will apply their learn skills by planning, organizing and documenting and giving presentation on the given topics and training they have undertaken.
SAMPLE CERTIFICATE
USP OF PROGRAM
Curriculum created by the industry experts in collaboration with NASSCOM keeping in mind the industry needs
State-of-the-art infrastructure and fully equipped labs
Training delivered by certified and experienced trainers and industry experts
100% Instructor-Led Classroom Training
NASSCOM SSC official study material
Assessment & Certification from NASSCOM IT-ITeS
Globally Recognized Certificate
Interview Preparation.
Placement Assistance.
FAQ
What is this program about ?
This program covers a wide array of data science modules and also provides a NASSCOM certification on successfully clearing an online assessment exam.
What is course duration ?
The course duration is approximately 400 hours
Do we get any reading material for this course?
We’ll provide reading material provided by NASSCOM and a lot of help material in form of e-books and references.
How does NASSCOM certificate help me ?
NASSCOM certification in analytics gives you a huge credibility in the data science field. This certificate is approved globally too.