Data Analyst Track

The Data Analyst Track allow you to become an expert in Data Analytics. During this Learning Track you will follow 5 different trainings to develop your knowledges and skills in the field.
For each training completed, receive a certification and continue your progress to become expert in Data Analytics.

PowerBI

Do you want to create dashboards and reports automatically without having to depend on information technology staff or database administrators?Don't waste any more time and take up Simplilearn's online Power BI course! This Power BI training helps you create outstanding reports!

By the end of this Power BI Certification course, you will comprehend and master the following concepts:
* Create dashboards from published reports
* Quickly generate visuals and dashboards with Quick Insights
* Use natural language in the Q&A feature to quickly generate visuals for actionable insight
* Create and manage data alerts
* Get report layout and data visualization best practices
* Understand which charts/graphs to use depending on the question being answered or the story being told
* Use shapes to design, emphasize, and tell a story
* See how to incorporate custom visuals into your reports and dashboards
* Share reports and dashboards, as well as their pro’s and con’s
* Complete a Power BI data analysis/visual project from start to finish
* Improve team collaboration with Microsoft Teams
* Know how to get and prepare your data for analysis and visualization
* Find out how to create relationships between tables in your data model
* Create calculated columns and measures using the DAX language

Tableau Certification

This Tableau training course will help you master the Tableau Desktop 10 data visualization and reporting tool. You’ll learn how to build visualizations, organize data, and design dashboards to empower more meaningful business decisions. You’ll be exposed to the concepts of statistics, data mapping, and establishing data connections. The course includes four industry-based projects and two simulation exams to prepare you for the Tableau Desktop 10 Qualified Associate certification.
With Simplilearn’s Tableau certification training on Desktop 10, you will be able to: 
* Grasp the concepts of Tableau Desktop 10, become proficient with Tableau statistics and build interactive dashboards
* Master data sources and datable blending, create data extracts and organize and format data
* Master arithmetic, logical, table and LOD calculations and ad-hoc analytics
* Become an expert on visualization techniques such as heat map, tree map, waterfall, Pareto, Gantt chart and market basket analysis
* Learn to analyze data using Tableau Desktop as well as clustering and forecasting techniques
* Gain command of mapping concepts such as custom geocoding and radial selections
* Master Special Field Types and Tableau Generated Fields and the process of creating and using parameters
* Learn how to build interactive dashboards, story interfaces and how to share your work

Data Science with Python

This Data Science with Python course will establish your mastery of data science and analytics techniques using Python. With this Python for Data Science Course, you’ll learn the essential concepts of Python programming and gain deep knowledge in data analytics, machine learning, data visualization, web scraping, and natural language processing. Python is a required skill for many data science positions, so jumpstart your career with this interactive, hands-on course.
This Python for Data Science training course will enable you to:
* Gain an in-depth understanding of data science processes, data wrangling, data exploration, data visualization, hypothesis building, and testing. You will also learn the basics of statistics
* Install the required Python environment and other auxiliary tools and libraries
* Understand the essential concepts of Python programming such as data types, tuples, lists, dicts, basic operators and functions
* Perform high-level mathematical computing using the NumPy package and its large library of mathematical functions
* Perform scientific and technical computing using the SciPy package and its sub-packages such as Integrate, Optimize, Statistics, IO and Weave
* Perform data analysis and manipulation using data structures and tools provided in the Pandas package
* Gain expertise in machine learning using the Scikit-Learn package
* Gain an in-depth understanding of supervised learning and unsupervised learning models such as linear regression, logistic regression, clustering, dimensionality reduction, K-NN and pipeline
* Use the Scikit-Learn package for natural language processing
* Use the matplotlib library of Python for data visualization
* Extract useful data from websites by performing web scrapping using Python
* Integrate Python with Hadoop, Spark and MapReduce

Data Science with SAS

In this SAS Certification Training, you’ll become an expert in analytics techniques using the SAS data science tool. You’ll learn how to apply data manipulation and optimization techniques, advanced statistical concepts like clustering, linear regression, and decision trees, data analysis methods to solve real-world business problems, and predictive modeling techniques. This SAS Certification course will give you the practical knowledge you can apply in your next data analysis job.
This course will enable you to:
* Understand the role of data scientists, various analytics techniques, and widely used tools
* Gain an understanding of SAS, the role of GUI, library statements, importing and exporting of data and variable attributes
* Gain an in-depth understanding of statistics, hypothesis testing, and advanced statistical techniques like clustering, decision trees, linear regression, and logistic regression
* Learn the various techniques for combining and modifying datasets like concatenation, interleaving, one-to-one merging and reading. You will also learn the various SAS functions and procedure for data manipulation
* Understand PROC SQL, its syntax, and master the various PROC statements and subsequent statistical procedures used for analytics including PROC UNIVARIATE, PROC MEANS, PROC FREQ, PROC CORP, and more.
* Understand the power of SAS Macros and how they can be used for faster data manipulation and for reducing the amount of regular SAS code required for analytics
* Gain an in-depth understanding of the various types of Macro variables, Macro function SYMBOLGEN System options, SQL clauses, and the %Macro statement
* Learn and perform data exploration techniques using SAS
* Understand various time series models and work on those using SAS
* Model, formulate and solve data optimization by using SAS and OPTMODEL procedure

Data Science with R

Become an expert in data analytics using the R programming language in this data science certification training course. You’ll master data exploration, data visualization, predictive analytics, and descriptive analytics techniques with the R language. With this data science course, you’ll get hands-on practice by implementing various real-life, industry-based projects in the domains of healthcare, retail, insurance, and many more.
This data science training course will enable you to:
* Gain a foundational understanding of business analytics
* Install R, R-studio, and workspace setup, and learn about the various R packages
* Master R programming and understand how various statements are executed in R
* Gain an in-depth understanding of data structure used in R and learn to import/export data in R
* Define, understand and use the various apply functions and DPYR functions
* Understand and use the various graphics in R for data visualization
* Gain a basic understanding of various statistical concepts
* Understand and use hypothesis testing method to drive business decisions
* Understand and use linear, non-linear regression models, and classification techniques for data analysis
* Learn and use the various association rules and Apriori algorithm
* Learn and use clustering methods including K-means, DBSCAN, and hierarchical clustering