List of Online Courses and Certifications

HR Analytics using MS Excel for Human Resource Management online certification is created by Start-Tech Academy - an educational organization that provides its certification in over 160 countries - and delivered by Udemy for candidates who want to expand their skills associated with concepts and strategies in HR analytics using Excel to drive business decisions to explore career opportunities in the field of human resource management.

HR Analytics using MS Excel for Human Resource Management online classes incorporates 9.5 hours of detailed learning materials along with 88 downloadable resources and 4 articles that focus on providing scientific justification to human resource decision-making in a company or organization. HR Analytics Using MS Excel for Human Resource Management online course focuses on HR analytics with a practical approach, particularly on explaining analytics for human resource managers from both statistical and computing perspectives.

Data Analytics with Pyspark online certification was created by Wajahatullah Khan - Data Architect at Afiniti and is available on Udemy for applicants who want to learn the functionalities and concepts involved with PySpark for data analytics to build more scalable analyses and data pipelines to transform themselves into professional data engineers and data analysts and advance in their professional careers.

Data Analytics with Pyspark online classes by Udemy begins with an introduction to PySpark's ability to analyze large datasets and techniques for interacting with Spark from Python and connecting to Spark on Windows as individual computers. The Data Analytics with Pyspark online course includes 2 hours of learning materials, articles, downloadable resources, and quizzes on topics such as PySpark DataFrames, PySpark SQL, data extraction, data visualization, resilient distributed datasets, and will acquire the skills to perform better data analytics and use PySpark to easily analyze large datasets at scale in their organizations.

People analytics is an approach that examines all people procedures, capabilities, obstacles, and opportunities in the workplace to improve these systems and achieve long-term business success. It is deeply data-driven and goal-focused. People Analytics 101: HR Analytics Fundamentals certification course is designed by Unlock HR- People Analytics, HR Analytics & Talent Analytics, which is presented by Udemy for individuals who want to learn how to make data-driven decisions about their teams, employees, and standard operating procedures.

People Analytics 101: HR Analytics Fundamentals online course encompasses 9 hours of comprehensive lectures supported by 12 downloadable resources and 6 articles which aim to provide individuals with the knowledge and skills necessary to use statistical data and technology on unutilized but crucial human data, enabling them to make business decisions and manage their organization. People Analytics 101: HR Analytics Fundamentals online classes explain the topics associated with the employee life cycle, HR metrics, data collection, data preparation, model evaluation, and more.

Google Colaboratory is a free, in-browser interactive programming environment that supplies deep learning researchers and engineers with an immersive and simple platform to collaborate on their data science projects. Google Colab allows anyone to compose and run arbitrary Python scripts in the browser, making it ideal for machine learning and data analysis. Minerva Singh - Instructor & Data Scientist developed the Complete PySpark & Google Colab Primer For Data Science certification course, which is available on Udemy.

Complete PySpark & Google Colab Primer For Data Science online training incorporates 4.5 hours of comprehensive lecture accompanied by articles and downloadable resources and is intended for individuals who want to use the capabilities of Google Colab for working with PySpark and Python-based AI modeling. The Complete PySpark & Google Colab Primer For Data Science online course discusses the methodologies involved with data processing, statistical analysis, correlation analysis, statistical modeling, and much more.

Workforce analytics is a sophisticated collection of metrics and tools for data analysis that allows for thorough evaluation and improvement of workforce performance. The method assesses the effect of employee behavior and associated elements on overall business performance. The Workforce Analytics for HR online certification was created by Jeff Higgins, a specialist in workforce analytics & planning, and is made available by Udemy to applicants who want to gain the knowledge necessary to maximize the return on HR's human capital investments.

Workforce Analytics for HR online training offers 3 hours of digital lectures supported by 5 articles, downloadable resources, quizzes, and case studies which aim to give applicants the background knowledge, concrete examples, and practical tools they need to successfully implement their workforce analytics journeys in any sector. Workforce Analytics for HR online classes revolve around topics like workforce planning, business communication, and business cases as well as explain the methodologies for measuring, tracking, and analyzing the effects of different workforce decisions.

HR analytics aims to offer insight into the most effective ways to manage employees and accomplish business objectives. Given the abundance of data available, it is crucial for HR teams to first determine which data is most pertinent and how to use it to get the best return on investment. Nilakantasrinivasan Janakiraman, a leader in customer experience and business transformation, developed the Hands-On HR Analytics Online Course for Human Resources certification, which is made available by Udemy.

Hands-On HR Analytics Online Course for Human Resources classes contains more than 6.5 hours of prerecorded lessons accompanied by 2 articles, 7 downloadable resources, and assignments that aim to provide learners a solid understanding of the concepts involved with HR analytics. Hands-On HR Analytics Online Course for Human Resources syllabus discusses the strategies and techniques associated with topics like hypothesis testing, descriptive analytics, diagnostic analytics, T-test, chi-squared, recruitment analytics, ANOVA, employee satisfaction analytics, and more.

The PySpark Essentials for Data Scientists (Big Data + Python) online certification, created by Layla AI - Data Scientist Consultant & Instructor, is offered by Udemy to participants who want to learn the practical PySpark concepts they will need to know daily to become qualified data scientists and data engineers.

PySpark Essentials for Data Scientists (Big Data + Python) online training by Udemy comprises more than 17.5 hours of virtual lessons along with 28 articles and 139 downloadable resources which provide a strong foundation for big data concepts using Python. Participants in the PySpark Essentials for Data Scientists (Big Data + Python) online course will learn about a variety of subjects including data streaming, application development, data wrangling, machine learning, natural language processing, spark structured streaming, hyperparameter tuning, cross-validation, topic modeling, Gaussian mixture modeling, and much more.

Managers of human resources plan, collaborate, and oversee an organization's administrative activities. They monitor the hiring, interviewing, and onboarding of new employees; they discuss with top executives on strategic planning, and they act as a liaison between an organization's management and its workforce. Yoda Learning - Data Analyst, MS Office Expert, PMP, Programmer & Instructor designed the Advanced Excel for HR Managers | Automation & Analytics online certification, which is provided by Udemy.

Advanced Excel for HR Managers | Automation & Analytics online training is a self-paced course that teaches participants how to efficiently create HR dashboards using hour-long videos and 7 downloadable resources. With the help of the Advanced Excel for HR Managers | Automation & Analytics online course, participants can learn how to perform routine tasks, analyze data effectively, and create powerful analyses of HR data by discussing subjects like data cleaning, data analytics, and HR surveys.

The gathering and use of talent data for HR analytics are done to enhance important business and talent outcomes. HR analytics offer HR officials the ability to create data-driven additional insight to guide hiring decisions, enhance workforce operations, and foster a positive working environment. HR Analytics: Human Resource Management, HR Course Aug 22 certification is created by Robert Sullivan - MA, MBA, FistLM, FRSA FHEA, Business Academic, Entrepreneur & Coach to CEOs and is presented by Udemy.

HR Analytics: Human Resource Management, HR Course Aug 22 online classes comprise more than 2.5 hours of video-based training materials supported by downloadable resources which are intended for the students who want to pursue careers in the field of human resource management. HR Analytics: Human Resource Management, HR Course Aug 22 online training discusses topics like HR analytics, data analytics, business strategy, data modeling, staff empowerment, staff engagement, performance management, recruitment, talent development, performance appraisal, and more.

An Excel dashboard is a one-page document that assists managers and business representatives in monitoring important KPIs or metrics and making decisions in light of them. Data-supported charts, tables, and views can be found in Excel dashboards. Even though reports are frequently referred to as dashboards, not all reports are dashboards. Unlock HR - HR Analytics, People Analytics, and Talent Analytics developed the HR Analytics - Build Dynamic Excel Dashboard from Scratch online certification, which is made available by Udemy.

HR Analytics - Build Dynamic Excel Dashboard from Scratch online course involves 5 hours of digital lessons along with a article and 2 downloadable resources and aims to teach participants how to build an excel dashboard for human resources analytics. HR Analytics - Build Dynamic Excel Dashboard from Scratch online training explains the methodologies involved with topics like data validation, data preparation, data collection, data analysis, and dashboard wireframe as well as covers the techniques for streamlining and analyzing data with Excel pivot tables and linked charts.

The Apache Spark 3.0.0 release begins the 3. x series. Apache Spark 3.0 expands on many of the technological advances made in Spark 2. x, introducing fresh concepts while also continuing long-term projects in development. The Apache Spark 3 for Data Engineering & Analytics with Python certification course was designed by David Charles Academy - Senior Big Data Engineer & Consultant at ABN AMRO and is available on Udemy for individuals interested in learning how to use Apache Spark for data engineering and data analytics with Python.

Apache Spark 3 for Data Engineering & Analytics with Python online classes incorporates more than 8 hours of prerecorded lectures supported by 12 downloadable resources and 4 articles aimed at providing individuals with a deeper understanding of managing data across a cluster using Spark. The Apache Spark 3 for Data Engineering & Analytics with Python online course covers data analytics, Spark transformation, Spark execution, data engineering, and data visualization, as well as analytical processing strategies deployed across significant data clusters.

Employee satisfaction is a broad terminology that is used by the human resources industry to indicate how pleased or content employees are with aspects such as their employment, employee experiences, and the organizations for which they function. Hands-on HR Analytics Course: Employee Satisfaction using R online certification was created by Unlock HR, an educational platform that offers courses in HR Analytics, People Analytics, and Talent Analytics and is available on Udemy.

Hands-on HR Analytics Course: Employee Satisfaction using R online classes involves more than 3.5 hours of prerecorded lessons supported by 2 articles and downloadable resources which focus on teaching the individuals everything about employee satisfaction using R programming and R studio for HR analytics operations. Hands-on HR Analytics Course: Employee Satisfaction using R syllabus revolve around topics like data collection, data preparation, data architecture, data directory, statistical problems, statistical models, business problems, and more.

The accountabilities of an Apache PySpark developer encompass creating Spark tasks for data aggregation and transformation, drafting test scripts for Spark helper and transformation methods, writing Scaladoc-style documentation for all code, and designing data processing channels. Complete PySpark Developer Course (Spark with Python) online certification is created by Sibaram Kumar - Data Engineer & Instructor, which is offered by Udemy.

Complete PySpark Developer Course (Spark with Python) online classes are intended for candidates looking for a comprehensive program to help them learn the core functionalities of PySpark to become data engineers and data scientists. Complete PySpark Developer Course (Spark with Python) online training covers topics such as Spark RDD, HDFS, Spark SQL, SparkSession, DataFrames, DataTypes, and ETL, as well as the strategies involved in the effective big data processing.

HR Analytics Using Excel For Beginners certification course was developed by Segun Akiode - Strategic HR Professional and delivered by Udemy for participants looking for a detailed training program that can assist them in learning the basic concepts and methodologies associated with HR analysis so that they can implement appropriate decisions about how to enhance these procedures and pursue careers in human resource management.

HR Analytics Using Excel For Beginners online course by Udemy is a short-term training program that consists of 1.5 hours of digital lectures along with a article and 16 downloadable resources designed to teach participants about basic analytics techniques and assist them in uncovering data-driven observations that will assist in HR decision-making and reporting. HR Analytics Using Excel For Beginners online classes explain the functionalities of Microsoft Excel and Excel Pivot Tables for creating reports, as well as the stages and concepts involved with data collection, data processing, data analysis, and descriptive statistics.

Python and Apache Spark have teamed up to create PySpark. As opposed to Python, which is a general-purpose, high-level language of programming, Apache Spark is an open-source cluster computing framework focused on speed, usability, and streaming analytics. Apache PySpark Fundamentals certification course is developed by Johnny F. - Programmer & Instructor and is made available by Udemy for learners who want to become professional PySpark developers.

Apache PySpark Fundamentals online training is a comprehensive program that incorporates 1.5 hours of digital lessons supported by downloadable learning materials that focus on teaching the basics of Apache Spark with Python and equip students with all the knowledge they need to create Spark applications using PySpark. Apache PySpark Fundamentals online course covers topics such as Spark functions and resilient distributed datasets, and it offers an understanding of Apache Spark and how it can help with data science and big data analytics.

People analytics is a statistical approach to managing employees at work. People analytics, also known as HR analytics, workforce analytics, or talent analytics, is concerned with analyzing problematic situations and using data to answer pertinent questions about the organization. The CCG School of Applied Learning - an education provider has designed the Applied HR (People-) Analytics Certificate Course online certification, which is presented by Udemy.

Applied HR (People-) Analytics Certificate Course online training contains 5 hours of comprehensive lessons accompanied by 3 articles, 3 downloadable resources, and assessments that focus on teaching learners how to comprehend and implement statistical data and data science to resolve issues and attract valid inferences in an organizational setting. Applied HR (People-) Analytics Certificate Course syllabus cover topics like retention analytics, data preprocessing, data analytics, business intelligence, machine learning, and data science.

Python's PySpark provides an interface for Apache Spark. Along with offering the PySpark shell for collaborative data analysis in a distributed environment, PySpark allows users to create Spark applications using Python APIs. The majority of Spark's features, including Spark SQL, DataFrame, Streaming, MLlib, and Spark Core, are supported by PySpark. Learning PySpark online certification is designed by Packt Publishing - a learning platform that is intended to offer certifications to help applicants improve their knowledge and is delivered by Udemy.

Learning PySpark online training is a short-term program that contains 2.5 hours of video lectures along with downloadable resources which begins by offering applicants a solid understanding of Apache Spark and how to set up a Python environment for Spark. With the help of Learning PySpark online classes, applicants will learn about Spark SQL, Spark DataFrame, API, lazy execution, data sorting, data aggregation, and data transformation as well as will learn how to process data using Spark DataFrames and master data collection methods by distributed data processing.

A human resource dashboard is a predictive analytics application that allows HR teams to record, analyze, and review HR key performance indicators (KPIs). Modern, experiential dashboards make use of an HR analytics solution, which enables the simple combination of data from all systems and deep exploration of this information directly within the dashboard. HR Analytics & Dashboarding - Beginner to Intermediate online certification is created by Edcorner Learning, a fantastic education company, and is available on Udemy.

HR Analytics & Dashboarding - Beginner to Intermediate online training incorporates more than 5.5 hours of video-based materials along with article and downloadable resource to provide applicants an understanding of the foundational concepts associated with HR analytics and HR dashboarding. With HR Analytics & Dashboarding - Beginner to Intermediate online course, applicants will be taught about various analytical operations including departmental analysis, training analysis, job rating analysis, time sheet late mark analysis, full & final analysis, age & tenure analysis, and more.

An HR Dashboard is an advanced analytics tool that enables Human Resource team members to monitor, assess, and document HR KPIs for the entire organization, assisting leaders in making decisions to improve the work environment and maximize employee productivity. HR Analytics & Dashboarding - Advanced Course certification was created by Edcorner Learning, an incredible learning platform, and is made available by Udemy for students who want to learn the advanced concepts of HR analytics and HR dashboarding to become certified human resource managers.

HR Analytics & Dashboarding - Advanced Course online classes comprise 8 hours of digital lectures supported by downloadable resources and articles that help students learn about the method for gathering and analyzing HR data to enhance an organization's workforce performance. HR Analytics & Dashboarding - Advanced Course online training discusses topics like data charts, animated macro charts, predictive attrition, headcount analysis, BGV analysis, goal seek analysis, payroll analysis, FNF analysis, exit analysis, leave analysis, and much more.

An early diabetes diagnosis can result in better management of the condition. The early diagnosis of the disease is frequently accomplished using data mining techniques. The relationship between the various attributes is also described in this research paper, which uses significant attributes to predict diabetes. The School of Disruptive Innovation, a company that develops innovative learning solutions for the digital age, created the Data Science: Hands-on Diabetes Prediction with Pyspark MLlib certification course, which is made available by Udemy.

Data Science: Hands-on Diabetes Prediction with Pyspark MLlib online course is an hour-long program that teaches students all the methods and ideas necessary to create, train, experiment, and assess machine learning models capable of identifying diabetes using logistic regression. Data Science: Hands-on Diabetes Prediction with Pyspark MLlib online classes include a variety of carefully crafted and designed tasks centered around data cleaning, diabetes datasets, logistic regression, performance evaluation, and Spark MLlib.

Apache Spark is an open-source distributed software framework and collection of library services for real-time, massive data processing, and PySpark is its Python API. Learning PySpark will help individuals build more configurable pipelines and analyses. The Hands-On PySpark for Big Data Analysis online certification was developed by Packt Publishing and is made available by Udemy, an education platform that offers programs to help participants advance their technical knowledge.

Hands-On PySpark for Big Data Analysis online course is a short-term program that involves 3.5 hours of learning material and 26 downloadable resources, which are intended for participants who want to learn the methods for analyzing big data sets and building big data platforms for machine learning models and business intelligence applications. Hands-On PySpark for Big Data Analysis online training discusses topics like data wrangling, data analysis, data cleaning, and structured data operations as well as explains the functionalities of Spark notebooks, Spark SQL, and resilient distributed datasets.

Big data pipelines are data pipelines that are built to facilitate one or more of the three characteristics of big data. The speed of big data makes it attractive to create big data streaming data pipelines. Data can be gathered and handled in real time, allowing for action to be taken. EBISYS R&D - Big Data Engineering and Consulting created the Building Big Data Pipelines with PySpark + MongoDB + Bokeh certification course, which is available on Udemy.

Building Big Data Pipelines with PySpark + MongoDB + Bokeh online course is a self-paced program that is aimed at students who want to master the skills and strategies useful for creating data pipelines using the core functionalities of tools like PySpark, Bokeh, and MongoDB. Building Big Data Pipelines with PySpark + MongoDB + Bokeh online classes cover topics like data preprocessing, data loading, data extraction, data manipulation, data transformation, and data visualization as well as explain the techniques to create machine learning scripts, PySpark ETL scripts, and dashboard server.

Pyspark is a big data application that employs the Python programming language for real-time streaming and offers a better and more effective way to perform all types of calculations. PySpark for Data Science - Beginners online certification is developed by Exam Turf - an educational organization that provides competitive exam preparation and test series, which is delivered by Udemy for the candidates who want to master the concepts involved with data science using PySpark to become PySpark developers, and data scientists.

PySpark for Data Science - Beginners online training is a short-term training program that involves 2.5 hours of prerecorded lectures to educate candidates about the fundamental ideas and procedures related to PySpark for data science activities. With PySpark for Data Science - Beginners online course, candidates will be taught about big data, Spark, and Python as well as will be taught about the concept of resilient distributed datasets and other fundamental capabilities and terminologies employed in the particular instance of Spark

SQL is a database communication language. SQL is the default language for relational database management systems, as per ANSI. SQL statements are used to accomplish tasks such as updating data on a database or retrieving data from a database. Jose Portilla, Head of Data Science at Pierian Training, developed The Complete SQL Bootcamp 2022: Go from Zero to Hero certification course, which is available on Udemy.

The Complete SQL Bootcamp 2022: Go from Zero to Hero online training offers 9 hours of digital lessons along with 14 articles, 13 downloadable resources, and assessments which begin with the basics and progress to advanced commands that allow learners to interact with timestamp data and differential character information like experienced professionals. The Complete SQL Bootcamp 2022: Go from Zero to Hero online course discusses SQL, data analysis, and PostgreSQL concepts as well as the functionality of SQL commands, conditional expressions, conditional procedures, Group By statements, and more.

MySQL produces a database for maintaining and manipulating data, with each table's connection defined. Users can submit requests to MySQL by typing particular SQL commands. The source data will be returned by the server application and displayed on the user's side. Colt Steele - Developer & Instructor collaborated with Ian Schoonover - Full Stack Developer & Coding Instructor to create The Ultimate MySQL Bootcamp: Go from SQL Beginner to Expert online certification, which is delivered by Udemy.

The Ultimate MySQL Bootcamp: Go from SQL Beginner to Expert online training comprises 21 hours of prerecorded lectures accompanied by 161 articles and 6 downloadable resources aimed at assisting participants who want to gain insights from data but are intimidated by databases and don't know where to begin. The Ultimate MySQL Bootcamp: Go from SQL Beginner to Expert online classes introduce participants to a solid foundation in databases in an instructive and entertaining manner, covering topics such as inserting data, report generation, application development, database design, SQL queries, and more.

MySQL can be an appropriate method for so many technology initiatives. MySQL has many characteristics that make it the perfect database environment for implementing analytics projects. SQL - MySQL for Data Analytics and Business Intelligence certification course is created by 365 Careers - an educational platform that aims to create opportunities for data science and finance students - and is presented by Udemy for students who want to learn SQL to become certified SQL developers, database administrators, and business analysts.

SQL - MySQL for Data Analytics and Business Intelligence online course incorporates more than 10.5 hours of comprehensive lectures, 172 articles, and 96 downloadable study materials that teach how important database management is in the era of big data and data analytics. SQL - MySQL for Data Analytics and Business Intelligence online training discusses topics like big data, data analytics, database design, business intelligence, business intuition, database management, database management system, and much more.

Database design is a technique for identifying gaps and opportunities to create a proper utilisation method. It is the primary system component that serves as a framework for the data and its behavior within the system. SQL for Beginners: Learn SQL using MySQL and Database Design online certification is developed by Tim Buchalka's Learn Programming Academy -  a team of professional programmers & teachers in partnership with Jon Avis - IT Systems Engineer & SQL Instructor and is offered by Udemy.

SQL for Beginners: Learn SQL using MySQL and Database Design online course is a self-paced program that involves 8 hours of video-based lectures supported by 29 downloadable resources which focus on helping the candidates in acquiring SQL database skills using MySQL to become professional SQL developers. With SQL for Beginners: Learn SQL using MySQL and Database Design online classes, candidates will be taught about topics like data manipulation, data analysis, subqueries, aggregate functions, MySQL functions, tables, and much more.

A structured query language is a programming language used to extract data from and insert it into a database system. Queries are built using a command language that allows users to select, insert, update, and locate information. A Course You'll Actually Finish - A Course Series, David Kim - Head of Growth @ Volt Equity, and Peter Sefton - Data Analyst at Plaid developed the SQL for NEWBS: Weekender Crash Course online certification, which is available on Udemy.

SQL for NEWBS: Weekender Crash Course online classes offer 3.5 hours of self-paced learning resources supported by 4 articles and quizzes which focus on providing applicants with a solid understanding of the foundational concepts of SQL. With SQL for NEWBS: Weekender Crash Course online training, applicants will learn about strategies and concepts related to cohort analysis, MySQL, and SQL queries to make data-driven decisions for marketing activities.

SQL is required for handling structured data by a data scientist. Considering that relational databases are used to store structured data. Therefore, a data scientist needs to be well-versed in SQL commands to query these databases. Master SQL For Data Science certification course is designed by Imtiaz Ahmad - Senior Software Engineer & Trainer, which is delivered by Udemy for learners who wish to master the fundamentals of data science using the features of the structured query language.

Master SQL For Data Science online classes encompasses 9 hours of video-based learning materials along with 4 downloadable study resources and assignments that are intended to offer learners a foundation in SQL and dealing with data so they can start analyzing it for data science applications. Master SQL For Data Science online course covers the fundamentals of SQL statements, SQL queries, CASE clauses, window functions, and advanced querying methods including aggregations, subqueries, rollups, cubes, joins, transposing & ranking data, and using conditional expressions.