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ML.NET: Machine Learning with C# Course preview Course preview · 2 min

Self-paced · learn on your own schedule

ML.NET: Machine Learning with C# Course

Build and integrate ML models into .NET apps with hands-on data preparation, training, evaluation, and AI solutions.

Google 4.6/5 on Google ScholarHat 4.7/5 from learners 111 learners enrolled
70 videos 11 labs 10 notes 5 tests 21 Q&A Guides 1 projects

Self-paced — all 4 Modules unlock instantly, no cohort to wait for.

Tools & Technologies Covered

C#C#
.NET.NET
ML.NETML.NET
AIAI
SQL ServerSQL Server
VS CodeVS Code
GitHubGitHub
ChatGPTChatGPT
GitHub CopilotGitHub Copilot

Where it takes your career

Companies hiring ML.NET & .NET developers

Microsoft Amazon IBM Accenture Cognizant Google
0-1 yr

Junior ML.NET Developer

Learn ML.NET fundamentals, prepare data, and build basic ML models with C# and .NET.

1-3 yr

ML.NET Developer

Build ML.NET solutions with data pipelines, model training, evaluation, and prediction.

3-5 yr

Senior ML.NET Developer

Design production-ready ML solutions, optimize models, and integrate ML into .NET apps.

5+ yr

ML Engineer / AI Solutions Architect

Lead ML architecture, AI integration, model optimization, and enterprise solutions with .NET.

Why ML.NET matters?

Build intelligent, production-ready machine learning applications with ML.NET and .NET.

ML.NET Fundamentals

Learn ML.NET fundamentals and build machine learning solutions using C# and the .NET ecosystem.

ML.NET · C# · .NET
In demand

ML.NET Model Development

Build, train and evaluate machine learning models using ML.NET pipelines and practical development workflows.

Models · Training · Pipelines

Machine Learning Algorithms

Explore classification, regression, clustering and other machine learning algorithms with real-world datasets.

Classification · Regression · Clustering

Production ML Applications

Build real-world ML.NET applications with data preparation, model evaluation, prediction and deployment workflows.

Data · Prediction · Deployment

Who this course is for

  • Students Starting a machine learning career Final-year students and fresh graduates
  • .NET Developers Adding machine learning skills C# and .NET developers
  • Software Developers Want practical ML development skills Software and backend developers
  • Career Growth Preparing for ML.NET & AI roles Working developers and career switchers

Curriculum — 4 Modules

ML.NET: Machine Learning with C# Course · Open a module to explore lessons, labs & tests.

70 videos 11 labs 10 notes 5 tests 21 Q&As

AI/ML/DL Fundamentals
Introduction to AI, ML & DL 0:19:58
Deep learning 0:04:49
Difference Between ML & DL 0:03:20
ML.NET Overview
What ML.NET Support? 0:04:10
ML.NET Development Process
ML.NET Model Development Option 0:02:25
ML.NET Workflow 0:02:39
Model Evaluation & Deployment
Model Evaluation 0:10:05
Demo: Model Evaluation 0:04:55
Demo: Save Model 0:08:26
Demo: Consume Model 0:12:40

Types of Machine Learning Tasks in ML.NET
Types of Machine Learning Tasks in ML.NET 0:02:41
Binary Classification
Binary Classification 0:03:45
Demo: Binaryclass Classification 0:20:19
Demo: Spam Email Identification 0:18:00
Demo: Sentiment Analysis 0:30:06
Multi Class Classification
Multi Class Classification 0:03:50
Demo: Multiclass Classification 0:31:41
Demo: Image Classification 0:25:56

Regression and Forecasting
Regression 0:03:33
Demo: Regression - Taxi Fare Prediction 0:31:57
Forecasting 0:03:48
Demo: Forecasting - Sale Forecasting 0:24:02
Regression Vs Forecasting 0:04:35
Recommendation & Anomaly Detection
Recommendation 0:03:12
Demo: Recommendation Part-1 0:40:51
Demo: Recommendation Part-2 0:19:24
Anomaly Detection 0:02:44
Demo: Anomaly Detection 0:13:51
AutoML
AutoML 0:05:59
Demo: AutoML 0:26:29
AutoML Programmatic API 0:01:38
Demo: AutoML Programmatic API 0:14:06
Model Optimization Techniques
Model Optimization 0:05:27
Encoding, Normalization & Text Features 0:13:34
Demo: Encoding, Normalization & Text Features 0:19:25
Hyperparameter 0:03:47
Demo: Hyperparameter 0:20:16
Cross-Validation 0:04:55
Demo: Cross-Validation 0:07:53
Overfitting & Underfitting 0:05:29
Demo: Overfitting & Underfitting 0:08:43

Project Setup & Architecture
Database 0:07:38
Creating Layers 0:04:24
Creating Entities & AppDBContext 0:09:16
Completing Core & Infrastructure 0:04:24
API Development
Setting Up API Layer 0:14:39
Completing APIs 0:07:54
Review Sentiment Analysis
Review Sentiment Analyzer Service 0:16:19
Review Sentiment ML Model 0:21:30
Review API Endpoint 0:07:53
Recommendation Engine
Recommendation ML Model 0:15:29
Recommendation Service 0:11:04
Recommendation API Endpoint 0:04:41
Sales Forecasting
Saleforecast-Model 0:10:56
Saleforecast-Service 0:11:09
Saleforecast-API Endpoint 0:05:26
UI Development
Summary & UI Layer 0:04:28
SettingUp UI Layer 0:12:07
Home Page Flow 0:15:13
Login SignUp WorkFlow 0:06:25
Feature Workflows & Project Enhancement
Recommendation WorkFlow 0:07:14
Sentiment Analysis WorkFlow 0:03:57
Sales Forecasting WorkFlow 0:02:29
Enhancing Project Code Quality Using Agents 0:15:36

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Trusted by 2,00,000+ developers, tech leads and architects Taught by Microsoft MVPs and solution architects

Your Certificate

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Program Certificate

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  • Unique verification link, always live
  • Lists the projects and labs you completed
  • No expiry, no renewal fee
Why learners choose ScholarHat

ScholarHat Self-Paced vs. scattered free tutorials

The videos are free everywhere. What you're actually paying for is the structure, the practice, and the proof that you finished.

4 Guided Modules Not scattered videos
11 Hands-on Labs Not watch-only
5 Skill Tests Certificate on completion
21 Interview Q&As Not on your own

Our Students Review

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Scholarhat Training is career turning training where I have learnt ASP.NET MVC with Anugular JS and enhanced my concepts & Development skills. Best thing is that they always introduce the latest technology during Training and update skills with latest industry trends available in IT industries also upcoming ones. I am especially impressed with teaching techniques of Mr. Shailendra Chauhan. I would like to suggest you as well if you are looking for something different.

Shubham Agarwal

Shubham Agarwal

Software Developer

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(4.50)

Mr. Shailendra is very experienced and highly competent. I attended a .NET course under his guidance. His presentation is confident and extremely perceptive of the various existing skills and he knows well about the latest technology trends in the market and needs of his audience. I would like to thank him and congrats for his initiative. I want to suggest if you need the best in your career go with ScholarHat.

Rajneesh Joshi

Rajneesh Joshi

UI Developer

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It was very good experience. I have enrolled for Azure Developer Certification Training. Top quality of training by Mr. Shailendra Chauhan Project Implementation was superb!. Join this place for quality training.

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Mayank Agarwal

Sr. Software Engineer

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My experience with the Scholarhat has been phenomenal. The center has set a bar of expectation that I am not sure other centers would ever be able to meet! I learned so much, had fun, made friends and truly enjoyed time at the Scholarhat. I suggest you to update your project implementation skills.

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Mahesh Verma

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There is no doubt about quality of Dot Net Tricks real time project base training. There project implementation is impressive that help me lot to develop my company project easily by this training, I have got confidence about where to implement what. If you have been facing problem in development you should try Scholarhat.

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Frequently asked questions

Q1. What is Self Paced course offered by ScholarHat?
Online Self Paced Courses are designed for self-directed training, allowing participants to begin at their convenience with structured training and review exercises to reinforce learning. You'll learn through videos, PPTs, and Assignments designed to enhance learning outcomes, all at times that are most convenient for you.
Q2. Who are your mentors?
All our mentors are highly qualified and experience professionals. All have at least 8-10 yrs of development experience in various technologies and are trained by ScholarHat to deliver interactive training to the participants.
Q3. How would I get access to the Learning Content?
As soon as you enroll in the course, you will get access to the course content through LMS (The Learning Management System) in the form of a complete set of Videos, PPTs, PDFs, and Assignments. You can start learning right away.
Q4. How do I enroll for the course?
You can enroll in the course by doing payment. Payment can be made using any of the following options.
  1. Visa debit/credit card
  2. Net banking
  3. Through PayPal
Q5. Student discounts?
Yes, Dot Net Tricks provides student discount to learners who cannot afford the fee. Email us from your student account, or attach your student ID.
Q6. Can I share my course with someone else?
In short, no. Check our licensing that you agree to by using ScholarHat LMS. We track this stuff, any abuse of copyright is taken seriously. Thanks for your understanding on this one.
Q7. How do I setup my team?
Please drop us an email with a list of user details like name, email you’d like to enroll and have access, we'll create your team accounts.
Q8. Do you provide technology version upgrade session free?
Yes, we do. As the technology upgrades your content gets updated at no cost.
Q9. Whom do I contact, if I have more queries?
You can give us a CALL at +91 113 303 4100 OR email us at enquiry@dotnettricks.com
Q10. Do you offer certificates of completion?
We do. Once you've finished a course, reach out to us.
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