Corporate Machine Learning with Scala Training Course

Edstellar’s instructor-led Machine Learning with Scala training course is designed to equip professionals with the advanced skills needed to implement machine learning algorithms and techniques using Scala. Upskill professionals to learn how to leverage Scala's functional programming features to build predictive models.

Duration

32 - 40 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 Request a Training Quote

Drive Team Excellence with Machine Learning with Scala Corporate Training

Empower your teams with expert-led on-site, off-site, and virtual Machine Learning with Scala Training through Edstellar, a premier corporate training provider for organizations globally. Designed to meet your specific training needs, this group training program ensures your team is primed to drive your business goals. Help your employees build lasting capabilities that translate into real performance gains.

Machine Learning with Scala refers to applying machine learning algorithms and techniques using the Scala programming language. This integration is essential for teams that leverage scalable and efficient solutions for data analysis, prediction, and decision-making processes. Training generally emphasizes hands-on learning and practical application of machine learning algorithms in Scala.

Edstellar's Machine Learning with Scala training distinguishes itself through its comprehensive approach to virtual/onsite learning options. With Instructor-led training sessions, professionals benefit from personalized guidance and expert instruction, ensuring a deeper understanding of complex concepts. Additionally, the course offers customization to align with specific organizational objectives, enabling tailored learning experiences.

Get Customized Expert-led Training for Your Teams

Customized Training Delivery

Scale Your Training: Small to Large Teams

In-person Onsite, Live Virtual or Hybrid Training Modes

Plan from 2000+ Industry-ready Training Programs

Experience Hands-On Learning from Industry Experts

Delivery Capability Across 100+ Countries & 10+ Languages

Key Skills Employees Gain from instructor-led Machine Learning with Scala Training

Machine Learning with Scala skills corporate training will enable teams to effectively apply their learnings at work.

Scalable ML Models
Scalable ML Models are algorithms designed to efficiently handle increasing data volumes. This skill is important for data scientists and ML engineers to ensure robust performance and adaptability in real-world applications.
Distributed Algorithms
Distributed Algorithms are protocols that enable multiple computing nodes to collaborate on problem-solving. This skill is important for roles in distributed systems, cloud computing, and network design, ensuring efficient resource management and fault tolerance.
Functional Programming
Functional Programming is a programming paradigm that treats computation as the evaluation of mathematical functions. This skill is important for software developers as it enhances code reliability, maintainability, and facilitates parallel processing.
Integration with Production
Integration With Production involves aligning various processes and systems to ensure seamless workflow and efficiency. This skill is important for roles in manufacturing and operations management, as it enhances productivity and reduces downtime.
Advanced ML Techniques
Advanced ML Techniques involve sophisticated algorithms and models that enhance data analysis and prediction accuracy. This skill is important for data scientists and AI engineers to drive innovation and solve complex problems effectively.
Scala Frameworks Integration
Scala Frameworks Integration involves combining various scala frameworks to build scalable applications. this skill is important for software developers, as it enhances efficiency and performance.

Key Learning Outcomes of Machine Learning with Scala Training Workshop for Employees

Upon completing Edstellar’s Machine Learning with Scala workshop, employees will gain valuable, job-relevant insights and develop the confidence to apply their learning effectively in the professional environment.

Develop scalable and efficient machine learning models using Apache Spark and Scala, enabling real-time analytics and processing of large-scale datasets
Implement distributed machine learning algorithms for predictive modeling, recommendation systems, and anomaly detection, enhancing operational efficiency and decision-making capabilities
Leverage Scala's functional programming paradigm to build robust and maintainable machine learning pipelines, facilitating code reusability and collaboration among team members
Integrate machine learning models with production systems and web applications, enabling organizations to deploy intelligent solutions for personalized recommendations, fraud detection, and customer segmentation
Apply advanced machine learning techniques such as deep learning and reinforcement learning with Scala frameworks like Deeplearning4j, TensorFrames, and MLib, empowering teams to tackle complex problems and drive innovation in various domains

Key Benefits of the Machine Learning with Scala Group Training

Attending our Machine Learning with Scala group training classes provides your team with a powerful opportunity to build skills, boost confidence, and develop a deeper understanding of the concepts that matter most. The collaborative learning environment fosters knowledge sharing and enables employees to translate insights into actionable work outcomes.

Equip your team with the knowledge and tools to develop scalable and efficient machine-learning solutions using Scala
Upskill your teams in advanced machine learning techniques and algorithms, empowering them to innovate and drive business growth
Develop expertise in utilizing Scala's functional programming paradigm for building robust and maintainable machine learning pipelines
Learn how to harness the power of Scala for machine learning, equipping yourself with essential skills to tackle complex data challenges effectively

Topics and Outline of Machine Learning with Scala Training

Our virtual and on-premise Machine Learning with Scala training curriculum is structured into focused modules developed by industry experts. This training for organizations provides an interactive learning experience that addresses the evolving demands of the workplace, making it both relevant and practical.

Introduction to Scala

Overview of Scala
- History and evolution
- Features and advantages
Setting up Scala environment
- Installing Scala and necessary tools
- Configuring development environment
Basic syntax and data types
- Variables and constants
- Data types and type inference
Control structures
- Conditional statements
- Loops and iteration
Functions and methods
- Defining functions
- Parameters and return types

Exploratory Data Analysis with Scala

Importing data in Scala
- Reading data from files
- Connecting to databases
Data preprocessing
- Handling missing values
- Data cleaning and transformation
Descriptive statistics
- Measures of central tendency
- Measures of dispersion
Data visualization
- Plotting with Scala libraries
- Exploring data patterns
Feature engineering
- Creating new features
- Feature selection techniques

Supervised Learning

Introduction to supervised learning
- Definition and examples
- Types of supervised learning problems
Regression algorithms
- Linear regression
- Polynomial regression
Classification algorithms
- Logistic regression
- Decision trees and random forests
Model evaluation
- Metrics for regression evaluation
- Metrics for classification evaluation
Model tuning
- Hyperparameter optimization
- Cross-validation techniques

Unsupervised Learning

Introduction to unsupervised learning
- Definition and examples
- Types of unsupervised learning algorithms
Clustering algorithms
- K-means clustering
- Hierarchical clustering
Dimensionality reduction techniques
- Principal component analysis (PCA)
- Singular value decomposition (SVD)
Association rule mining
- Apriori algorithm
- FP-Growth algorithm

Neural Networks

Introduction to neural networks
- Basic concepts and terminology
- Types of neural networks
Building neural networks with Scala
- Implementing feedforward neural networks
- Training neural networks with backpropagation
Deep learning frameworks in Scala
- Deeplearning4j
- TensorFrames
Model optimization
- Regularization techniques
- Dropout and batch normalization

Scala Frameworks for Machine Learning

Overview of Scala frameworks
- Popular libraries and frameworks for machine learning
Deeplearning4j
- Features and capabilities
- Building and training models
TensorFrames
- Integration with Apache Spark
- Distributed computing for large-scale ML
Evaluation and comparison of Scala frameworks
- Performance metrics
- Use cases and best practices

Who Can Take the Machine Learning with Scala Training Course

The Machine Learning with Scala training program can also be taken by professionals at various levels in the organization.

Data Scientists
Machine Learning Engineers
Scala Developers
Software Engineers
Research Scientists
IT Professionals
Data Engineers
AI Specialists
Technical Architects
Business Intelligence Analysts
ML Managers
Data Science Managers

Prerequisites for Machine Learning with Scala Training

Professionals should have a basic understanding of programming fundamentals, Scala syntax, and concepts, along with a foundational knowledge of statistics and linear algebra to take the Machine Learning with Scala training course.

Request a Quote for your Corporate Training Requirements

Delivering Training for Organizations across 100 Countries and 10+ Languages

Corporate Group Training Delivery Modes
for Machine Learning with Scala Training

At Edstellar, we understand the importance of impactful and engaging training for employees. As a leading Machine Learning with Scala 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 Machine Learning with Scala 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 Machine Learning with Scala 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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Edstellar's Machine Learning with Scala 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 Machine Learning with Scala 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.

"The Machine Learning with Scala training exceeded my expectations in every way. As a Lead Data Warehouse Engineer, I gained comprehensive knowledge of industry best practices that transformed my approach incredibly practical and immediately applicable. I now handle complex technical scenarios with enhanced confidence and systematic efficiency. The instructor's expertise in expert-led workshops made complex concepts crystal clear and actionable.”

Ashley Hopkins

Lead Data Warehouse Engineer,

AI Solutions Platform Provider

"This Machine Learning with Scala course was precisely what I needed to design robust technical mastery architectures. The hands-on approach to hands-on exercises and seamless integration with interactive labs was multiple organizational projects using advanced techniques from this training. Our client satisfaction scores improved by 35% across all accounts. The comprehensive curriculum has elevated my solution delivery capabilities significantly.”

Eduardo Romero

Senior Machine Learning Engineer,

Predictive Analytics Firm

"As a Lead MLOps Engineer overseeing technical mastery initiatives, the Machine Learning with Scala training significantly elevated our team's capabilities. The course expertly covered practical applications, practical operational effectiveness. Our team delivered record-breaking results in the subsequent quarter, exceeding all targets. Our department has achieved remarkable improvements, demonstrating this course's lasting organizational impact.”

Balakrishnan Iyer

Lead MLOps Engineer,

Cognitive Computing Solutions Provider

“Edstellar’s IT & Technical training programs have been instrumental in strengthening our engineering teams and building future-ready capabilities. The hands-on approach, practical cloud scenarios, and expert guidance helped our teams improve technical depth, problem-solving skills, and execution across multiple projects. We’re excited to extend more of these impactful programs to other business units.”

Aditi Rao

L&D Head,

A Global Technology Company

Get Your Team Members Recognized with Edstellar’s Course Certificate

Upon successful completion of the 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 Machine Learning with Scala 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.

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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 Machine Learning with Scala Training Course

Drive Team Excellence with Machine Learning with Scala Corporate Training

Key Skills Employees Gain from instructor-led Machine Learning with Scala Training

Key Learning Outcomes of Machine Learning with Scala Training Workshop for Employees

Key Benefits of the Machine Learning with Scala Group Training

Topics and Outline of Machine Learning with Scala Training

Introduction to Scala

Exploratory Data Analysis with Scala

Supervised Learning

Unsupervised Learning

Neural Networks

Scala Frameworks for Machine Learning

Who Can Take the Machine Learning with Scala Training Course

Prerequisites for Machine Learning with Scala Training

Corporate Group Training Delivery Modes for Machine Learning with Scala Training

Explore Our Customized Pricing Package forMachine Learning with Scala Corporate Training

Edstellar: Your Go-to Machine Learning with Scala 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 Machine Learning with Scala Training Needs

Other Related Corporate Training Courses

Explore More Courses

Corporate Group Training Delivery Modes
for Machine Learning with Scala Training

Explore Our Customized Pricing Package for
Machine Learning with Scala Corporate Training