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BIT’s SQL for Business Analytics Professional online training course will provid..
What you will learn
- Describe key capabilities and components of SQL Server. Describe T-SQL, sets, and predicate logic.
- Write SELECT statements with filtering and sorting. Describe how SQL Server uses data types.
- Write queries that use built-in functions. Write queries that aggregate data.
- Create and implement views and table-valued functions. Use set operators to combine query results.
- Write queries that use window ranking, offset, and aggregate functions.
Transform data by implementing pivot, unpivot,...
- Design and Implement Tables. Describe advanced table designs
- Ensure Data Integrity through Constraints. Describe indexes, including Optimized and Columnstore indexes
- Design and Implement Views. Design and Implement Stored Procedures.
- Design and Implement In-Memory Tables. Implement Managed Code in SQL Server.
BIT's Tableau Business Analytics online training helps you learn how to build vi..
What you will learn
- Introduction to the Tableau architecture
- Working with Tableau dashboard. Implementing data blending and aggregation
- Data visualization and real-time analytics. Tableau generated fields and special fields
- Connecting Tableau with R. Deploying R scripts on Tableau
- Data connections for organizing data. Tableau graphs, reports, and calculations
Tableau Data Analytics Master's Online Training Program is a Combination Course..
What you will learn
- Understand Tableau Desktop, Tableau statistics and interactive dashboard
- Learn about Tableau generated fields and special field types
- Use Tableau Server for monitoring functions
- Charting with Spark line, Pareto, Gantt and Box plots in Tableau
- Learn about spatial analysis, formatting and annotations
- Understand data visualization and advanced concepts
- Learn about Tableau Interface and terminology
- Learn to implement Data Aggregation and Data Blending
- Know about Tableau scripting APIs. Work with disparate data sources
Integrate Tableau with R programming
BIT’s Data Analytics with R online training will help you master in R Programmin..
What you will learn
- Explore & visualize data & polish your skills in techniques such as Predictive Analytics, Association Rule Mining & much...
- Derive meaning from custom created charts which represent complex data, manipulate this data & create statistical models...
- Learn to use R, not just as a statistical tool but to create your own functions, objects and packages
- Learn where to use algorithms - Decision Trees, Logistic Regression, Support Vector Machines, Ensemble Techniques etc
- Perform Analysis of Variance (ANOVA)
- Apply various supervised machine learning techniques
Data Analytics using Python online training course will provide the various skil..
What you will learn
- How to use several Python packages for business analysis, including pandas for data manipulation; StatsModels, SciPy, an...
- To divide data into training and test datasets for validation
- To visualize data. To estimate and interpret statistical models, such as OLS and logistic regression
- Deal with different data sources: json, CSV, API. Use Numpy library to create and manipulate arrays.
- Use the pandas module with Python to create and structure data. Visualize data using matplotlib in Python.
- Learn how to work with various data within python, including: Excel Data,Geographical data,Text Data and Time Series Dat...
Business Analytics using R Online Training Course will help to make efficient, p..
What you will learn
- Use basic statistical concepts on multiple types of data to prepare reports.
- Use data sampling techniques to select, manipulate and analyse different data points to identify patterns and trends.
- Solve complex problems with R which is the most popular language for data science and an essential tool for Finance and...
- Optimise business situations that involve whole numbers, take decisions that involve multiple input variables to predict...
- Model decisions under a variety of future uncertain states, depending on the decision maker’s proneness or aversion to r...
- Compute correlation between data points in a time series.
- Test hypothesis for experiments involving different treatments and Identify the source of differences to pinpoint which...
- Model continuous outcomes that depend on more than one input variable.
Business Analytics using Python Online Training Course is design for professiona..
What you will learn
- Use basic statistical concepts on multiple types of data to prepare reports.
- Solve complex problems with Python - the most essential tools for Finance and analytics-driven companies.
- Optimize business situations that involve whole numbers, take decisions that involve multiple input variables to predict...
- Model decisions under a variety of future uncertain states, depending on the decision maker’s proneness or aversion to r...
- Compute correlation between data points in a time series.
- Compute the regression model for time series data that has a correlation within itself.
- Test hypothesis for experiments involving different treatments and Identify the source of differences to pinpoint which...
Data Analytics Using SAS online training course teaches to diagnose systematic v..
What you will learn
- you will learn SAS macros, Machine Learning, PROC SQL, procedure, statistical analysis and decision trees.
- You will Learn data mining, data analytics, modeling techniques, visualization of data, predictive analysis
- Generate descriptive statistics and explore data with graphs. Perform analysis of variance and apply multiple comparison...
- Perform linear regression and assess the assumptions. Use regression model selection techniques to aid in the choice of...
- Illustrate the features and functions available in SAS/ETS®
- Demonstrate the use of different models used for time series
- Recommend suggestions based on Autoregressive Integrated Moving Average (ARIMA) model
- Find autoregressive errors. Elucidate State Space modeling
- Work on periodic data, harmonic frequencies, spectral density for spectral analysis
- Apply Scorecard, Forecasting data model, Goal-Seeking model for data mining and forecasting
Business Analytics Using SAS online training course focuses on linear regression..
What you will learn
- you will learn SAS macros, Machine Learning, PROC SQL, procedure, statistical analysis and decision trees.
- You will Learn data mining, data analytics, modeling techniques, visualization of data, predictive analysis
- Generate descriptive statistics & explore data with graphs. Perform analysis of variance & apply multiple comparison tec...
- Perform linear regression and assess the assumptions. Use regression model selection techniques to aid in the choice of...
- Explore data analysis and perform linear regression
- Illustrate the use of One-Way ANOVA and Two-Way ANOVA
- Conduct regression diagnostics and find out the influential observations. Identify the use of logistic regression and ta...
- Interpretive predictive modeling and Adjustments for Oversampling. Demonstrate the use of nonlinearities and multilayer...
BIT's Business Analytics Master’s online training course is designed for candida..
What you will learn
- approach business problems data-analytically. Students should be able to think carefully and systematically about whethe...
- develop business analytics ideas, analyze data using business analytics software, and generate business insights.
- Key analytic technologies and techniques, e.g. predictive modeling and machine learning, and how these can play a role i...
- How to effectively manage the analytical processes and use the results of these processes as the basis for making inform...
- Apply methods, tools, and software for acquiring, managing/storing, and accessing structured and unstructured data
- Prepare data for statistical analysis, perform basic exploratory and descriptive analysis, and apply statistical techniq...
- Apply descriptive, predictive and prescriptive analytics to business modeling and decision-making
- Demonstrate orally, and in writing, the ability to explain complex analytical models and results
BIT's Data Analytics Master's Program online training course cover Data Science,..
What you will learn
- Create charts and plots in Excel, and work with Analytics to build dashboards.
- Describe data ecosystem & Compose queries to access data in cloud databases using SQL & Python from Jupyter notebooks.
- Develop a working knowledge of Python language to analyze data using Python libraries like Pandas and Numpy, and invoke...
- Perform data analysis tasks like data mining and data wrangling using Excel spreadsheets and Jupyter Notebooks.
- Visualize data using Python libraires like Matplotlib, Seaborn, and Folium.
- Handling of data analytics with a graphical development environment, which makes advanced tools easily accessible withou...
- Explain what Data Analytics is and the key steps in the Data Analytics process
- Differentiate between different data roles such as Data Engineer, Data Analyst, Data Scientist, Business Analyst, and Bu...
- Demonstrate your understanding of gathering, wrangling, mining, analyzing, and visualizing data
Hadoop Data Analytics online training course explains how to apply data analytic..
What you will learn
- Explain the fundamentals of Apache Hadoop, Data ETL (extract, transform, load), data processing using Hadoop tools
- Performing data analysis and processing complex data using Pig
- Perform data management and text processing using Hive
- Extending, troubleshooting, and optimizing Pig and Hive performance
Analyze data with Impala
- Comparative study of MapReduce, Pig, Hive, Impala, and Relational Databases
BIT's Data Analytics Using Power BI online training course lets you master the..
What you will learn
- Ingest, clean, and transform data
- Model data for performance and scalability
- Design and create reports for data analysis
- Apply and perform advanced report analytics
- Manage and share report assets
- Create paginated reports in Power BI
The AWS Data Analytics Specialty certification training is intended for individu..
What you will learn
- Move and transform massive data streams with Kinesis
- Store big data with S3 and DynamoDB in a scalable, secure manner
- Process big data with AWS Lambda and Glue ETL
- Use the Hadoop ecosystem with AWS using Elastic MapReduce
- Apply machine learning to massive data sets with Amazon ML, SageMaker, and deep learning
- Analyze big data with Kinesis Analytics, Amazon Elasticsearch Service, Redshift, RDS, and Aurora
- Visualize big data in the cloud using AWS QuickSight
Learn the analytics capabilities of Excel. How it is used by business data analy..
What you will learn
- Ways and techniques to find the business insights from the raw data.
- Data manipulation techniques and reporting to business users.
- Become adept at using Excel functions and techniques for analysis
- Use effective design principles when creating and presenting data
- Learn how to use Pivot Tables and Pivot Charts to streamline your workflow in Excel
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