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Product description
Exploring Machine Learning E-Learning
Order this unique E-Learning course Exploring Machine Learning online! ✔️ 1 year 24/7 access to rich interactive videos, speech, progress monitoring through reports and tests per chapter to immediately test your knowledge. ✔️ After the course you will receive a certificate of participation.
Why choose this course?
Machine learning (ML) is one of the most exciting and impactful fields in technology today. Thanks to recent advances in computing power and algorithm efficiency, ML is now more accessible than ever. This course provides an in-depth exploration of machine learning, teaching you the fundamental techniques needed to build and deploy ML solutions.
During the course, you will not only learn the basics of ML, but also gain the tools and knowledge to solve different types of problems using ML. You will discover techniques such as supervised and unsupervised learning, regression analysis, classification, clustering, and much more.
What you will learn:
Fundamentals of Machine Learning: Understand the basics of machine learning, from data collection and preparation to training models.
Supervised Learning: Learn how to build models that are trained on labeled data to make predictions.
Unsupervised Learning: Discover techniques such as clustering and dimensional reduction that you can use to find patterns in unclassified data.
Model Evaluation and Optimization: Learn how to test and optimize the performance of machine learning models.
Applications of Machine Learning: Gain insight into how ML is being applied across industries, from healthcare to finance and marketing.
Who should participate?
This training is ideal for:
Software developers looking to expand their skills with machine learning.
Data scientists who want to understand and apply the fundamental techniques of ML.
IT professionals who want to integrate machine learning into their applications and systems.
Analysts and researchers who work with data and want to use machine learning to generate insights.
Anyone interested in understanding machine learning and its impact on different industries and technologies.
Demo Exploring Machine Learning Training
Course content
Introduction to Machine Learning and Supervised Learning
Course: 55 Minutes
Course Introduction
What is Machine Learning?
Supervised Learning
How to Build Models
Overfitting
Precision and Recall
Supervised Learning Models
Course: 41 Minutes
Course Introduction
Classification vs. Regression
Regression Trees
CART Decision Tree Learning
Random Forests
Random Forests with Python
Logistic Regression Model
Logistic Regression in Python
Support Vector Machines (SVM)
Kernel Methods for SVMs
Support Vector Machines in Python
Naïve Bayes Classifiers
Naïve Bayes Classifiers in Python
Unsupervised Learning
Course: 33 Minutes
Course Introduction
What is Unsupervised Learning?
Neural Networks
Course: 40 Minutes
Course Introduction
Defining Neural Networks
Neural Network Structures
Cost Functions for Neural Networks
Activation Functions
Training Neural Networks
Training Neural Networks With Backpropagation
Batch Learning
Convolutional and Recurrent Neural Networks
Course: 41 Minutes
Course Introduction
Introducing Convolutional Neural Networks (CNNs)
CNN Architecture
Convolution Layers
Pooling Layer
CNN Training Considerations
Regularization
Convolutional Neural Network Implementation
Regularization Methods for CNNs
Applying Machine Learning
Course: 39 Minutes
Course Introduction
Bias and Variance
Cross-validation
Cross-validation in Python
Metrics for Binary Classification Models
Metrics for Non-binary Classification Models
Classification Metrics in Python
Metrics for Regression Models
Regression Metrics in Python
Get started with Exploring Machine Learning!
✔️ Learn at your own pace with rich interactive videos and speech. ✔️ Test your knowledge per chapter with targeted tests and progress monitoring. ✔️ Develop practical skills in machine learning and apply them to real-world problems. ✔️ Receive a certificate of participation upon successful completion of the course.
Order your course now and start discovering the world of machine learning!
Specifications
Article number
105753732
SKU
105753732
Language
English
Qualifications of the Instructor
Certified
Course Format and Length
Teaching videos with subtitles, interactive elements and assignments and tests
Lesson duration
4:09 Hours
Progress monitoring
Access to Material
365 days
Technical Requirements
Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge.
Support or Assistance
Helpdesk and online knowledge base 24/7
Certification
Certificate of participation in PDF format
Price and costs
Course price at no extra cost
Cancellation policy and money-back guarantee
We assess this on a case-by-case basis
Award Winning E-learning
Tip!
Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform.
Uitstekende cursus. Ik had deze machine learning-cursus gevolgd omdat ik heel weinig wist over dat vakgebied en er meer over wilde leren. Tijdens deze cursus kwamen de meest gebruikte technieken in machine learning aan bod, nu heb ik een volledig begrip van het concept en kan het leren op kleine schaal automatisch toepassen.
Jose
Posted on 2 February 2021 at 21:07
"Supercursus! Na het volgen van deze cursus begrijp ik niet alleen de concepten, maar kan ik ze ook zelf toepassen. De concepten worden duidelijk uitgelegd. Het is een toegankelijke en praktische cursus. Leren in mijn eigen tempo en tijd. Absoluut een aanrader. Ja je wilt meer Python-opties ontdekken.
Vragen over dit product?
Heeft u vragen over dit product of hulp nodig bij het bestellen? Onze AI-chatbot is 24/7 beschikbaar, of neem contact op via [email protected] of bel +31 36 760 1019
Heeft u vragen over dit product of hulp nodig bij het bestellen? Onze AI-chatbot is 24/7 beschikbaar, of neem contact op via [email protected] of bel +31 36 760 1019
Order now and start the best online E-Learning Training Exploring Blockchain Sol...
€192,39€159,00
Specifications
Article number
105753732
SKU
105753732
Language
English
Qualifications of the Instructor
Certified
Course Format and Length
Teaching videos with subtitles, interactive elements and assignments and tests
Lesson duration
4:09 Hours
Progress monitoring
Access to Material
365 days
Technical Requirements
Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge.
Support or Assistance
Helpdesk and online knowledge base 24/7
Certification
Certificate of participation in PDF format
Price and costs
Course price at no extra cost
Cancellation policy and money-back guarantee
We assess this on a case-by-case basis
Award Winning E-learning
Tip!
Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform.
Uitstekende cursus. Ik had deze machine learning-cursus gevolgd omdat ik heel weinig wist over dat vakgebied en er meer over wilde leren. Tijdens deze cursus kwamen de meest gebruikte technieken in machine learning aan bod, nu heb ik een volledig begrip van het concept en kan het leren op kleine schaal automatisch toepassen.
Jose
Posted on 2 February 2021 at 21:07
"Supercursus! Na het volgen van deze cursus begrijp ik niet alleen de concepten, maar kan ik ze ook zelf toepassen. De concepten worden duidelijk uitgelegd. Het is een toegankelijke en praktische cursus. Leren in mijn eigen tempo en tijd. Absoluut een aanrader. Ja je wilt meer Python-opties ontdekken.
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