Corporate Databricks Training Course

Edstellar's Databricks instructor-led training course is for organizations seeking to upskill employees in DataBricks, learning advanced techniques for data processing, analytics, and machine learning. Train teams with Edstellar's expertise to enhance your organization's data capabilities.

Duration

24 - 32 hrs

Delivery Type

Instructor-led Group Training
(Virtual / On-site / Off-site)

Training Available in

10 Languages

Multiple Locations

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Looking for multiple trainings? Get a detailed quote for group training

About Learning Outcomes Key Benefits Course Outline Target Audience Training Modes Certificate Trainers Get a Training Quote

Drive Team Excellence with Databricks Corporate Training

Empower your teams with expert-led on-site/in-house or virtual/online Databricks Training through Edstellar, a premier Databricks training company for organizations globally. Our customized training program equips your employees with the skills, knowledge, and cutting-edge tools needed for success. Designed to meet your specific training needs, this Databricks group training program ensures your team is primed to drive your business goals. Transform your workforce into a beacon of productivity and efficiency.

Databricks provides an interactive and collaborative environment for data engineers, data scientists, and analysts to work together on big data projects. This virtual and onsite Databricks training combines data engineering, data science, and business analytics into a single unified workflow, enabling employees to derive valuable insights from the data efficiently.

Edstellar’s Databricks instructor-led training course focuses on enhancing data-related skills within organizations. The training course is designed to cater to professionals at all levels of expertise, from beginners to experienced data analysts and scientists.

Key Skills Employees Gain from Databricks Training

Databricks skills corporate training will enable teams to effectively apply their learnings at work.

Machine Learning Modeling
Machine Learning Modeling involves creating algorithms that enable computers to learn from data. This skill is important for data scientists and AI engineers to develop predictive systems.
Data Validation
Data Validation is the process of ensuring that data is accurate, complete, and reliable. This skill is important for roles like data analysts and database administrators, as it ensures high-quality data for decision-making.
Data Manipulation
Data Manipulation is the process of adjusting, organizing, and analyzing data to extract meaningful insights. This skill is important for data analysts and scientists, as it enables them to transform raw data into actionable information, driving informed decision-making.
Data Integration
Data Integration is the process of combining data from different sources into a unified view. this skill is important for roles like data analysts and engineers, as it enables informed decision-making and enhances data accuracy.
Advanced Analytics
Advanced Analytics involves using statistical methods and tools to analyze complex data sets, uncover patterns, and make data-driven decisions. This skill is important for data scientists, business analysts, and decision-makers, as it enables them to derive actionable insights, optimize processes, and enhance strategic planning.
Data Governance
Data Governance is the management of data availability, usability, integrity, and security. This skill is important for roles in data management, compliance, and analytics, ensuring data quality and regulatory adherence.

Key Learning Outcomes of Databricks Training Workshop for Employees

Edstellar’s Databricks training for employees will not only help your teams to acquire fundamental skills but also attain invaluable learning outcomes, enhancing their proficiency and enabling application of knowledge in a professional environment. By completing our Databricks workshop, teams will to master essential Databricks and also focus on introducing key concepts and principles related to Databricks at work.

Employees who complete Databricks training will be able to:

Create and implement machine learning models using Databricks' ML libraries to solve business problems and predict future outcomes
Evaluate the quality and reliability of data by applying data validation and cleansing techniques, ensuring accurate and trustworthy data analysis results
Apply data manipulation techniques using Databricks' DataFrame API and SQL queries to cleanse, transform, and manipulate large datasets effectively
Integrate data from various sources and formats into Databricks, allowing employees to work with diverse data sets and leverage the full potential of the platform
Analyze complex data sets using advanced analytics tools and techniques in Databricks, enabling them to extract meaningful insights and make data-driven decisions
Understand the fundamentals of data governance and compliance, including data privacy regulations and best practices for ensuring data security and compliance within an organization
Assess and visualize data using Databricks Data Validation Tool (DVT), enabling employees to create insightful charts, graphs, and dashboards to communicate findings and insights to stakeholders

Key Benefits of the Databricks Group Training

Attending our Databricks classes tailored for corporations offers numerous advantages. Through our Databricks group training classes, participants will gain confidence and comprehensive insights, enhance their skills, and gain a deeper understanding of Databricks.

Provides a deep understanding of data concepts, tools, and techniques
Enables organizations to evaluate the effectiveness of their data strategies and initiatives
Enables employees to apply advanced data analysis techniques and tools in real-world scenarios
Trains employees to refine the organization's data practices and improve overall business performance
Fosters a culture of creativity and innovation by empowering employees to create data-driven solutions
Encourages professionals to synthesize their knowledge and skills to solve complex data-related challenges
Enables employees to manipulate and transform data, build machine learning models, and visualize insights
Leverage the newfound skills of employees to analyze complex business problems, make data-driven decisions, and drive innovation within the organization
Enables the professionals to integrate data from various sources, clean and prepare data for analysis, and synthesize insights to generate actionable recommendations
Develops a solid foundation in data manipulation, data governance, statistical analysis, and visualization, allowing them to understand the underlying principles and best practices in data management and analysis.

Topics and Outline of Databricks Training

Our virtual and on-premise Databricks training curriculum is divided into multiple modules designed by industry experts. This Databricks training for organizations provides an interactive learning experience focused on the dynamic demands of the field, making it relevant and practical.

Overview of Apache Spark and Databricks

1. What is Apache Spark?

2. Defining big data

3. Spark languages

Scala
Python
R
Java
SQL

4. Introduction to Databricks community edition

5. Databricks architecture

6. Understanding data analytics

7. Understanding machine learning

8. Azure implementation of Databricks

9. AWS implementation of Databricks

Getting Started with Databricks

Creating a Databricks workspace on Azure
- Account setup
- Workspace creation and configuration
Creating and configuring your Databricks cluster
- Cluster types and specifications
- Instance sizing and scaling options
- Cluster configuration settings
Creating and attaching your first notebook in Databricks
- Notebook creation and organization
- Notebook settings and configurations
Testing and running your Notebook in Databricks
- Executing code cells
- Debugging and troubleshooting
- Monitoring and logging

Uploading Data

Creating a table in Databricks
- Table creation options
- Schema definition and data types
Connecting to a Spark data source
- Importing data from various sources (e.g., CSV, JSON, databases)
- Configuring connection settings
Previewing data in your Table
- Sampling data
- Exploring data structure and content
Basics of columns and datatypes in Databricks
- Working with columns and column operations
- Understanding data types and conversions

Bringing Data into Your Notebook

Writing SQL queries to import data into Databricks notebook
- SELECT, INSERT, and other SQL operations
- Filtering and sorting data
Viewing aggregates in Databricks
- Aggregation functions (e.g., COUNT, SUM, AVG)
- Grouping and aggregating data
Performing joins in Databricks
- Different types of joins (e.g., inner, outer, left, right)
- Joining multiple tables
- Handling join conditions and duplicates

Visualizations & DataFrames

Understanding data types in Databricks
- Numeric, string, boolean, and complex data types
- Type conversions and casting
Working with DataFrames in Databricks
- DataFrame creation and manipulation
- Filtering, transforming, and aggregating data
Handling Images in Databricks
- Image data formats and processing
- Image manipulation and analysis
Exploring structured streaming DataFrames in Databricks
- Real-time data processing and analysis
- Windowing and time-based operations
Creating plots in Databricks
- Data visualization libraries and tools in Databricks
- Plotting charts, graphs, and histograms
Choosing chart types and using the chart toolbar
- Customizing chart appearance and styling
- Selecting appropriate chart types for different data scenarios
Layout and styling considerations for visualizations
- Arranging multiple charts and visuals
- Adding titles, labels, and annotations
Visualizations for machine learning in Databricks
- Visualizing model outputs and predictions
- Interpreting model performance metrics

Databricks Jobs

Creating a Job in Databricks
- Job configuration settings
- Defining job tasks and workflows
Viewing Jobs and Job details in Databricks
- Monitoring job status and progress
- Accessing job logs and history
Running your first Job in Databricks
- Executing job tasks
- Handling job dependencies and inputs
Scheduling Jobs in Databricks
- Setting up recurring and automated job runs
- Configuring scheduling options
Setting parameters for Jobs in Databricks
- Parameterizing job tasks and inputs
- Passing parameters at runtime
Viewing completed jobs in Databricks
- Analyzing job results and outputs
- Reviewing job performance metrics
Managing dependencies in Databricks
- Handling interdependent tasks and workflows
- Managing job dependencies and execution order
Setting up alerts for Databricks jobs
- Configuring email notifications and alerts
- Monitoring job failures and critical events

Delta Lake and Delta Tables

Getting data into Delta Lake in Databricks
- Creating Delta tables
- Importing data into Delta format
Performing delete, update, and merge operations in Delta tables
- Modifying data in Delta Tables
- Handling updates and deletes efficiently
Working with constraints in Delta Tables
- Defining constraints (e.g., uniqueness, referential integrity)
- Enforcing data integrity in Delta Tables
Versioning in Delta Tables
- Tracking and managing table versions
- Rollbacks and time travel capabilities
Concurrency considerations in Delta Tables
- Handling concurrent read and write operations
- Managing conflicts and consistency
Integrations with other systems in Databricks
- Integrating Delta tables with other data systems
- Data sharing and interoperability
Overview of Delta engine in Databricks
- Accelerating query performance with Delta engine
- Benefits and use cases of Delta engine

Databricks Benefits

Collaboration features in Databricks
- Notebooks collaboration
- Workspace sharing and permissions
- Version control and Git integration
Scaling capabilities of Databricks
- Auto-scaling clusters
- High-performance distributed computing
Integrating Databricks into data pipelines
- Data ingestion and ETL processes
- Integration with data storage systems
- Streamlining data workflows

Who Can Take the Databricks Training Course

The Databricks training program can also be taken by professionals at various levels in the organization.

Data Engineers
Data Scientists
Data Analysts
Big Data Engineers
Machine Learning Engineers
Data Architects
Software Engineers
AI Engineers
ETL Developers
Data Integration Specialists
DevOps Engineers
Data Managers

Prerequisites for Databricks Training

The professionals attending the Databricks training course need to have a basic understanding of big data concepts and with relevant tools and technologies. Experience in working with databases and SQL.

Share your Corporate Training Requirements

Delivering Training for Organizations across 100 Countries and 10+ Languages

Corporate Group Training Delivery Modes
for Databricks Training

At Edstellar, we understand the importance of impactful and engaging training for employees. As a leading Databricks training provider, we ensure the training is more interactive by offering Face-to-Face onsite/in-house or virtual/online sessions for companies. This approach has proven to be effective, outcome-oriented, and produces a well-rounded training experience for your teams.

Edstellar's Databricks virtual/online training sessions bring expert-led, high-quality training to your teams anywhere, ensuring consistency and seamless integration into their schedules.

With global reach, your employees can get trained from various locations

The consistent training quality ensures uniform learning outcomes

Participants can attend training in their own space without the need for traveling

Organizations can scale learning by accommodating large groups of participants

Interactive tools can be used to enhance learning engagement

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Edstellar's Databricks inhouse training delivers immersive and insightful learning experiences right in the comfort of your office.

Higher engagement and better learning experience through face-to-face interaction

Workplace environment can be tailored to learning requirements

Team collaboration and knowledge sharing improves training effectiveness

Demonstration of processes for hands-on learning and better understanding

Participants can get their doubts clarified and gain valuable insights through direct interaction

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Enquire now

Edstellar's Databricks offsite group training offer a unique opportunity for teams to immerse themselves in focused and dynamic learning environments away from their usual workplace distractions.

Distraction-free environment improves learning engagement

Team bonding can be improved through activities

Dedicated schedule for training away from office set up can improve learning effectiveness

Boosts employee morale and reflects organization's commitment to employee development

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Edstellar: Your Go-to Databricks Training Company

Experienced Trainers

Our trainers bring years of industry expertise to ensure the training is practical and impactful.

Quality Training

With a strong track record of delivering training worldwide, Edstellar maintains its reputation for its quality and training engagement.

Industry-Relevant Curriculum

Our course is designed by experts and is tailored to meet the demands of the current industry.

Customizable Training

Our course can be customized to meet the unique needs and goals of your organization.

Comprehensive Support

We provide pre and post training support to your organization to ensure a complete learning experience.

Multilingual Training Capabilities

We offer training in multiple languages to cater to diverse and global teams.

Testimonials

What Our Clients Say

We pride ourselves on delivering exceptional training solutions. Here's what our clients have to say about their experiences with Edstellar.

"Edstellar's IT Service Management training has been transformative. Our IT teams have seen significant improvements through multiple courses delivered at our office by expert trainers. Excellent feedback has prompted us to extend the training to other teams."

Liam Anderson

HR Head,

A Global Technology Company

"Edstellar's quality and process improvement training courses have been fantastic for our team of quality engineers, process engineers and production managers. It’s helped us improve quality and streamline manufacturing processes. Looking ahead, we’re excited about taking advanced courses in quality management, and project management, to keep improving in the upcoming months."

David Park

Operational Manager,

A Global High-Tech Engineering and Manufacturing Company

"Partnering with Edstellar for web development training was crucial for our project requirements. The training has equipped our developers with the necessary skills to excel in these technologies. We're excited about the improved productivity and quality in our projects and plan to continue with advanced courses."

Carlos Fernandez

Technical lead,

Global e-Learning Company

"Partnering with Edstellar for onsite ITSM training courses was transformative. The training was taken by around 80 IT service managers, project managers, and operations managers, over 6 months. This has significantly improved our service delivery and standardized our processes. We’ve planned the future training sessions with the company."

Ewan MacLeod

IT Director,

Innovative IT Company

"Partnering with Edstellar for onsite training has made a major impact on our team. Our team, including quality assurance, customer support, and finance professionals have greatly benefited. We've completed three training sessions, and Edstellar has proven to be a reliable training partner. We're excited for future sessions."

Rajesh Mehta

Operational Manager,

Sustainable Mobility Company

"Edstellar's online training on quality management was excellent for our quality engineers and plant managers. The scheduling and coordination of training sessions was smooth. The skills gained have been successfully implemented at our plant, enhancing our operations. We're looking forward to future training sessions."

David Harris

Head of Quality Assurance,

Leading IT Services Company

"Edstellar's online AI and Robotics training was fantastic for our 15 engineers and technical specialists. The expert trainers and flexible scheduling across different time zones were perfect for our global team. We're thrilled with the results and look forward to future sessions."

John Smith

Head of Technology Development,

Defense Technology Company

"Edstellar's onsite process improvement training was fantastic for our team of 20 members, including managers from manufacturing, and supply chain management. The innovative approach, and comprehensive case studies with real-life examples were highly appreciated. We're excited about the skills gained and look forward to future training."

James Carter

Head of Operations,

Global Food Company

"Edstellar's professional development training courses were fantastic for our 50+ team members, including developers, project managers, and consultants. The multiple online sessions delivered over several months were well-coordinated, and the trainer's methodologies were highly effective. We're excited to continue our annual training with Edstellar."

John Davis

Head of Training and Development,

Leading Tech Consultancy

"Edstellar's IT service management training for our 30 team members, including IT managers, support staff, and network engineers, was outstanding. The onsite sessions conducted over three months were well-organized, and it helped our team take the exams. We are happy about the training and look forward to future collaborations."

John Roberts

Head of IT Operations,

Leading Broadband Provider

"Edstellar's office productivity training for our 40+ executives, including project managers and business analysts, was exceptional. The onsite sessions were well-organized, teaching effective tool use with practical approaches and relevant case studies. Everyone was delighted with the training, and we're eager for more future sessions."

Andrew Scott

Head of Training and Development,

Leading Real Estate Firm

"Edstellar's quality management training over 8 months for our 15+ engineers and quality control specialists was outstanding. The courses addressed our need for improved diagnostic solutions, and the online sessions were well-organized and effectively managed. We're thrilled with the results and look forward to more."

Olivia Martin

Head of Quality Assurance,

Innovative Diagnostics Solutions Provider

"Edstellar's digital marketing training for our small team of 10, including content writers, SEO analysts, and digital marketers, was exactly what we needed. The courses delivered over a few months addressed our SEO needs, and the online sessions were well-managed. We're very happy with the results and look forward to more."

Emily Brown

Head of Digital Marketing,

Leading Market Research Firm

"Edstellar's telecommunications training was perfect for our small team of 12 network engineers and system architects. The multiple online courses delivered over a few months addressed our needs for network optimization and cloud deployment. The training was well-managed, and the case studies were very insightful. We're thrilled with the outcome."

Matthew Lee

Head of Network Services,

"Edstellar's professional development training was fantastic for our 50+ participants, including team leaders, analysts, and support staff. Over several months, multiple courses were well-managed and delivered as per the plan. The trainers effectively explained topics with insightful case studies and exercises. We're happy with the training and look forward to more."

Sarah Mitchell

Head of Training and Development,

Leading Outsourcing Firm

Get Your Team Members Recognized with Edstellar’s Course Certificate

Upon successful completion of the Databricks training course offered by Edstellar, employees receive a course completion certificate, symbolizing their dedication to ongoing learning and professional development.

This certificate validates the employee's acquired skills and is a powerful motivator, inspiring them to enhance their expertise further and contribute effectively to organizational success.

We have Expert Trainers to Meet Your Databricks Training Needs

The instructor-led training is conducted by certified trainers with extensive expertise in the field. Participants will benefit from the instructor's vast knowledge, gaining valuable insights and practical skills essential for success in Access practices.

Atin

Noida, India

Trainer since

March 1, 2019

AWS Machine Learning Trainer in Jabalpur

Promit

Jabalpur, India

Trainer since

March 1, 2020

Sanjay

Mumbai, India

Trainer since

June 1, 2004

Virendra

Pune, India

Trainer since

January 1, 2015

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Edstellar is a one-stop instructor-led corporate training and coaching solution that addresses organizational upskilling and talent transformation needs globally. Edstellar offers 2000+ tailored programs across disciplines that include Technical, Behavioral, Management, Compliance, Leadership and Social Impact.

Corporate Databricks Training Course

Drive Team Excellence with Databricks Corporate Training

Key Skills Employees Gain from Databricks Training

Key Learning Outcomes of Databricks Training Workshop for Employees

Key Benefits of the Databricks Group Training

Topics and Outline of Databricks Training

Overview of Apache Spark and Databricks

Getting Started with Databricks

Uploading Data

Bringing Data into Your Notebook

Visualizations & DataFrames

Databricks Jobs

Delta Lake and Delta Tables

Databricks Benefits

Who Can Take the Databricks Training Course

Prerequisites for Databricks Training

Corporate Group Training Delivery Modes for Databricks Training

Explore Our Customized Pricing Package forDatabricks Corporate Training

Edstellar: Your Go-to Databricks Training Company

Experienced Trainers

Quality Training

Industry-Relevant Curriculum

Customizable Training

Comprehensive Support

Multilingual Training Capabilities

What Our Clients Say

Get Your Team Members Recognized with Edstellar’s Course Certificate

We have Expert Trainers to Meet Your Databricks Training Needs

Other Related Corporate Training Courses

Explore More Courses

Corporate Group Training Delivery Modes
for Databricks Training

Explore Our Customized Pricing Package for
Databricks Corporate Training