SPARK
AND SCALA
TRAINING
EMPOWER YOUR DATA JOURNEY
WITH SPARK AND SCALA
EXCELLENCE: IGNITE INNOVATION,
ACCELERATE INSIGHTS!
for more information :
www.tsofttech.com
ABOUT
TSOFTTECH
Tsofttech is a leading software training institute
dedicated to empowering individuals and professionals
with the knowledge and skills needed to thrive in the
dynamic world of technology. Located in Hyderabad, we
have been at the forefront of software education,
offering a comprehensive range of courses designed to
meet the evolving demands of the IT industry.
OUR MISSION At Tsofttech, our primary mission is to bridge the gap
between academic learning and industry demands. We
aim to provide high-quality, hands-on training that
equips our students with the practical skills needed to
excel in the ever-evolving software landscape. Our
commitmentlies in delivering cutting-edge, industryrelevant education to nurture the next generation of
software professionals.
WHY CHOOSE TSOFTTECH
Expert Instructors: Our experienced and
certified
instructors
bring
real-world
expertise to the classroom, ensuring that
you receive top-notch training.
Cutting-Edge Curriculum: Our courses are
designed to align with the latest industry
trends and technologies, ensuring that you
stay ahead in the competitive IT landscape.
Hands-On Learning: We believe in learning
by doing. Our practical, project-based
approach
gives
you
the
skills
and
confidence
to
take
on
real-world
challenges.
State-of-the-Art Facilities: Our modern
facilities are equipped with the latest
hardware
and
software,
creating
a
conducive learning environment.
Flexible Learning Options: Choose from a
variety of learning formats, including
classroom, online, and self-paced courses,
to suit your schedule and learning
preferences.
Contact Us On :
9948568787
for more information :
www.tsofttech.com
ABOUT
SPARK &
SCALA
TRAINING
Spark and Scala Training is a
comprehensive program designed
to equip individuals with the skills
and knowledge needed to harness
the power of Apache Spark and
Scala for big data processing and
analytics. This training is tailored
for professionals, data engineers,
and
developers
seeking
to
enhance their proficiency in these
cutting-edge technologies.
Key Highlights of Spark and Scala
Training :
Hands-On Learning
Expert Instructors
Comprehensive Curriculum
Scalability and Performance
Integration with Big Data
Ecosystem
Real-World Applications
Certification Opportunities
Networking Opportunities
Contact Us On :
9948568787
for more information :
www.tsofttech.com
CURRICULUM
01
Contact Us On :
9948568787
for more information :
www.tsofttech.com
Overview of Big Data and its challenges
Introduction to Apache Spark
Spark architecture and components
Comparison with traditional batch processing systems
02
Introduction to Scala as a programming language
Scala syntax, data types, and control structures
Functions and closures
Pattern matching and case classes
03
Understanding Resilient Distributed Datasets (RDDs)
Transformations and actions in Spark
Lazy evaluation in Spark
Working with key-value pairs
04
Introduction to Spark SQL
Working with DataFrames and Datasets
Querying structured data with Spark SQL
Spark SQL optimizations
05
Introduction to Spark Streaming
DStreams and micro-batch processing
Windowed operations and stateful processing
Integrating Spark Streaming with other Spark
components
06
Overview of MLlib (Machine Learning Library in Spark)
Supervised and unsupervised learning algorithms
Model training and evaluation
Integration of MLlib with Spark applications
07
08
Identifying and resolving performance bottlenecks
Memory management and caching strategies
Configuring Spark for optimal performance
Monitoring and troubleshooting Spark applications
09
Integrating Spark with Hadoop ecosystem components (HDFS, Hive,
HBase)
Reading and writing data from/to Hadoop Distributed File System (HDFS)
Leveraging Hive and Spark together
Spark and HBase integration
10
Industry-specific use cases for Spark and Scala
Case studies showcasing successful implementations
Best practices for designing scalable and efficient Spark
applications
11
Applying knowledge to a real-world project
Designing and implementing a complete Spark
application
Troubleshooting and optimizing the project
CURRICULUM
Introduction to GraphX
Building and analyzing graphs
Graph algorithms in Spark
GraphX optimizations
12
Certification Preparation: Guidance on relevant Spark
and Scala certifications.
Community and Networking: Opportunities to connect
with other learners, participate in forums, and attend
webinars or events related to Spark and Scala.
Contact Us On :
9948568787
for more information :
www.tsofttech.com
Who Can Benefit
Whether you're a fresh graduate, a career switcher, or a professional
looking to upskill, Tsofttech's diverse range of courses caters to
individuals at different skill levels. We believe that continuous learning
is key to success in the software industry, and our doors are open to
every one eager to learn and grow.
At Tsofttech, we are dedicated to being a catalyst in the journey of our
students' success, fostering an environment that encourages
innovation, critical thinking, and practical application of knowledge.
Join Tsofttech and Unlock Your Potential
At Tsofttech, we're passionate about technology, and we're here to
help you turn your passion into a successful and rewarding career.
Join us today and take the first step toward your tech journey.
Book A Demo Class
Whether you are a beginner looking to enter the world of big data or an
experienced professional aiming to upskill, Spark and Scala Training
provides a solid foundation and advanced insights to help you
succeed in today's data-driven landscape. Ignite your career with the
dynamic capabilities of Spark and Scala!
Contact Us On :
9948568787
for more information :
www.tsofttech.com
@tsofttech
info@tsofttech.com
+91 99485 68787
https://tsofttech.com/
tsofttech
tsoft_technologies
tsofttech
Scan For more Info
Srinivasam, #202, Addagutta,
Near JNTU, Kukatpally,
Hyderabad-500072