Machine Learning Algorithms 101

Deploy Cutting-Edge Machine Learning Frameworks for Business Optimization

Machine learning is a trending topic across all industries because of its essential capabilities to solve complex business cases that people would typically have trouble tackling manually. Moreover, it’s an in-demand field that can empower data teams to streamline their work and futureproof the company’s operations. Machine learning expert Amin Uddin introduces you to the core principles of building and deploying algorithms for business success. Amin equips your data team with the skills to identify and apply machine learning to solve complex real-world problems. Throughout the training, your team members will learn about the different types of ML (supervised and unsupervised).

Master the Art of Building Machine Learning Algorithms

Empower Your Data Team

Upskill your team with the most in-demand, industry-specific machine learning and automatization techniques.

Solve Real-World Problems

Discover the benefits of Machine Learning as Software (MLaaS) as a driving force for positive organizational change.

Maximize Impact through Automation

Boost the decision-making process by implementing automation for your business processes.

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You don't need higher algebra knowledge to train a model; you just need to find a better dataset.

Amin Uddin

Who Is This Course For

Data Scientists

You assist businesses with their decision-making using your analytical, and data storytelling skills

ML Engineers

You aim to utilize advanced machine learning algorithms to build highly accurate predictive models

AI Practitioners

As an AI experts, you seek to implement state-of-the-art algorithms and fine- tune AI solutions to enhance business performance

Level Of Difficulty

Beginner

Machine Learning Algorithms 101 is a beginner-level training with no prerequisites. All professionals, regardless of their background, experience, and current skill level are welcome to join without any self-preparation in advance.

See LinkedIn profile

Meet Amin Uddin

Amin is an experienced senior software engineer passionate about employing machine learning to solve complex real-world problems.

Public Speaking

Content Creation

Developed ML models

What Your Team Learns

Build machine learning models in Python
Learn how to process data
Gain expertise in supervised and unsupervised machine learning
Implement different model selection techniques
Deploy ML models in Flask
Become proficient in ML libraries like sk-learn, TensorFlow, and Keras

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Curriculum

6 hours

Introduction to Machine Learning 50 min

Overview of Machine Learning, its Applications, and the Types of ML Algorithms You Can Build

Linear Regression 50 min

Introduction to Linear Regression, its Types, and How to Use it To Make Predictions

Logistic Regression 50 min

Introduction to Logistic Regression, its Applications, and How to Use It to Perform Classification

Support Vector Machines 50 min

Overview of Support Vector Machines, Including How They Work, When to use Them, and How to Interpret Their Results

Model Evaluation and Selection 50 min

Overview of Model Evaluation Methods, Including Cross-validation, Performance Metrics, and Model Selection Techniques

Deployment Phase 50 min

How to Deploy a Machine Learning Model as Web Using the Flask Framework

Q&A Session 60 min

Frequently Asked Questions

How long does a live training last?

The instructor predetermines the length of a live training session. A single live training can last from a few hours to several days and include multiple sessions. The duration can also be adapted to your team’s needs upon request. To learn more, complete the signup form or contact us at team@365datascience.com.

Does my team need any relevant qualifications or experience to join a live training session?

No prior experience or qualifications are required to attend live training sessions. Each training has a dedicated page with all the details you need to make the right choice for your team—including information on what your team can expect, level of difficulty (beginner, intermediate or advanced), top benefits, and areas of expertise.

When does the live training usually take place?

We offer a great deal of flexibility concerning the dates and times of the live training. Sessions are scheduled according to your team's and instructor's availability.

How can I become a live training instructor?

If you possess outstanding qualifications in data science and enjoy sharing your knowledge with others, we’d love to hear from you. As a member of our community of industry-leading live training instructors, you’ll be delivering an excellent learning experience to our shared clients. We’ll manage all the admin—including integrating your training into our line-up and scheduling them according to availability. Use our contact form to get in touch.

How can I book a live training session?

Our live training sessions are open to all corporate clients who wish to accelerate their team’s progress through direct online coaching from industry leaders. Prices vary depending on the level of expertise you want your teams to acquire and the length of the training. Sign up using the contact form on the individual live training pages for more information on pricing and how to book.

Will my team have access to real-time conversations with industry experts?

Yes, direct communication with the instructors forms the backbone of our live training. Your team will have the opportunity to actively participate in the training, ask any questions relevant to their specific roles, and tap into the industry-leading expertise of our instructors. The goal is to boost engagement with the content and enable team members to pick up new skills quicker.

Attending live training sessions as a team will equip your employees with new practical skills and boost their professional confidence. Moreover, internal upskilling opportunities are an excellent way to create a sense of belonging in the workplace and improve job satisfaction.

How many team members can join a live training session?

Our live training sessions can host up to 100 participants. If you wish to invite more team members, specify the number of attendees as a comment on your request form or contact us at team@365datascience.com. We’ll always do our best to accommodate your needs.

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