Data Science with Machine Learning

Leverage Machine Learning for automation, efficiency and forecasting.

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Program Overview

Data Science with Machine Learning is a potent interdisciplinary field that offers businesses significant value. It combines expertise in data engineering, data analysis, statistics, and machine learning techniques to extract valuable insights, make accurate predictions, and drive informed decision-making. In today's data-driven business landscape, organizations across industries rely on data scientists and machine learning experts to uncover hidden patterns, solve complex problems, and gain a competitive advantage.

At Uptut, we specialize in providing professional training on Data Science with Machine Learning tailored specifically for businesses. Our training program is designed to equip your team with the necessary skills and knowledge to effectively apply data science and machine learning techniques in real-world scenarios. 

Our comprehensive curriculum covers both theoretical concepts and practical hands-on exercises. Through engaging case studies and examples relevant to your industry, participants will understand how Data Science with Machine Learning can be successfully implemented in business environments.

Partner with Uptut to empower your business with expertise in Data Science and Machine Learning.

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Training Objectives

  • Develop a solid understanding of the core concepts of Data Science
  • Gain proficiency in applying a variety of supervised and unsupervised machine learning algorithms
  • Learn how to analyse and visualize data effectively using popular libraries and tools
  • Acquire practical skills in building accurate predictive models using machine learning algorithms
  • Understand the process of evaluating and validating machine learning models using appropriate metrics, and techniques for model selection to ensure robust and reliable results
  • Learn how to develop production-level Machine-Learning models and scale them effortlessly with state-of-the-art frameworks.

Key training modules

  • Introduction to Data Science
  • Understanding the fundamentals of data science and its applications in various domains.
  • Data Preprocessing and Cleaning
  • Handling missing values, outliers, and inconsistencies in the data to ensure data quality.
  • Data Exploration and Visualization
  • Techniques for exploring and visualizing data to gain insights and identify patterns.
  • Supervised Learning Algorithms
  • Gaining understanding and application of popular supervised machine learning algorithms for regression and classification tasks.
  • Unsupervised Learning Algorithms
  • Exploring unsupervised machine learning algorithms for tasks like clustering and dimensionality reduction.
  • Model Evaluation and Selection
  • Techniques for evaluating and selecting the best machine learning models based on performance metrics.
  • Feature Engineering and Selection
  • Transforming and selecting relevant features for improved model performance.
  • Time Series Analysis
  • Analyzing and forecasting time-dependent data using machine learning models.
  • Model Deployment and Scalability
  • Strategies for deploying machine learning models and ensuring scalability in production environments.
  • Case Studies and Real-World Projects
  • Applying data science and machine learning techniques to solve practical problems and analyze real-world datasets.
  • Trends
  • Staying updated with the latest advancements, best practices, and trends in data science and machine learning.

Build a high-performing, job-ready tech team.

Personalise your team’s upskilling roadmap and design a befitting, hands-on training program with Uptut

Hands-on Experience with Tools

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Opt-in Certifications
AWS, Scrum.org, DASA & more
100% Live
on-site/online training
Hands-on
Labs and capstone projects
Lifetime Access
to training material and sessions

How Does Personalised Training Work?

Skill-Gap Assessment

Analysing skill gap and assessing business requirements to craft a unique program

1

Personalisation

Customising curriculum and projects to prepare your team for challenges within your industry

2

Implementation

Supplementing training with consulting support to ensure implementation in real projects

3

Why Data Science with Machine Learning for Your Business?

  • Data-Driven Decision Making: Data Science with Machine Learning enables businesses to make informed decisions based on data-driven insights.
  • Improved Efficiency and Productivity: Machine Learning automates processes, enhancing efficiency and productivity. It automates repetitive tasks, performs complex calculations, and accurately analyses large datasets.
  • Predictive Analytics and Forecasting: Machine learning models can be used to make accurate predictions and forecasts, empowering businesses to anticipate customer behaviour, market trends, and business outcomes.
  • Cost Reduction: Machine Learning can lead to cost savings by automating processes and improving efficiency.

Who will Benefit from this Training?

  • Software Engineers/Developers
  • Business Analysts
  • IT Professionals
  • Data Scientists

Lead the Digital Landscape with Cutting-Edge Tech and In-House " Techsperts "

Discover the power of digital transformation with train-to-deliver programs from Uptut's experts. Backed by 50,000+ professionals across the world's leading tech innovators.

Frequently Asked Questions

1. What are the pre-requisites for this training?
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The training does not require you to have prior skills or experience. The curriculum covers basics and progresses towards advanced topics.

2. Will my team get any practical experience with this training?
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With our focus on experiential learning, we have made the training as hands-on as possible with assignments, quizzes and capstone projects, and a lab where trainees will learn by doing tasks live.

3. What is your mode of delivery - online or on-site?
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We conduct both online and on-site training sessions. You can choose any according to the convenience of your team.

4. Will trainees get certified?
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Yes, all trainees will get certificates issued by Uptut under the guidance of industry experts.

5. What do we do if we need further support after the training?
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We have an incredible team of mentors that are available for consultations in case your team needs further assistance. Our experienced team of mentors is ready to guide your team and resolve their queries to utilize the training in the best possible way. Just book a consultation to get support.

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