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CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)

4.6 out of 5 rating Last updated 23/07/2024   English

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Duration

5 Days

30 CPD hours

Overview

In this course, you will develop AI solutions for business problems.
You will:
Solve a given business problem using AI and ML.
Prepare data for use in machine learning.
Train, evaluate, and tune a machine learning model.
Build linear regression models.
Build forecasting models.
Build classification models using logistic regression and k -nearest neighbor.
Build clustering models.
Build classification and regression models using decision trees and random forests.
Build classification and regression models using support-vector machines (SVMs).
Build artificial neural networks for deep learning.
Put machine learning models into operation using automated processes.
Maintain machine learning pipelines and models while they are in production

Description

Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions.

Solving Business Problems Using AI and ML
  • Topic A: Identify AI and ML Solutions for Business Problems
  • Topic B: Formulate a Machine Learning Problem
  • Topic C: Select Approaches to Machine Learning
Preparing Data
  • Topic A: Collect Data
  • Topic B: Transform Data
  • Topic C: Engineer Features
  • Topic D: Work with Unstructured Data
Training, Evaluating, and Tuning a Machine Learning Model
  • Topic A: Train a Machine Learning Model
  • Topic B: Evaluate and Tune a Machine Learning Model
Building Linear Regression Models
  • Topic A: Build Regression Models Using Linear Algebra
  • Topic B: Build Regularized Linear Regression Models
  • Topic C: Build Iterative Linear Regression Models
Building Forecasting Models
  • Topic A: Build Univariate Time Series Models
  • Topic B: Build Multivariate Time Series Models
Building Classification Models Using Logistic Regression and k-Nearest Neighbor
  • Topic A: Train Binary Classification Models Using Logistic Regression
  • Topic B: Train Binary Classification Models Using k-Nearest Neighbor
  • Topic C: Train Multi-Class Classification Models
  • Topic D: Evaluate Classification Models
  • Topic E: Tune Classification Models
Building Clustering Models
  • Topic A: Build k-Means Clustering Models
  • Topic B: Build Hierarchical Clustering Models
Building Decision Trees and Random Forests
  • Topic A: Build Decision Tree Models
  • Topic B: Build Random Forest Models
Building Support-Vector Machines
  • Topic A: Build SVM Models for Classification
  • Topic B: Build SVM Models for Regression
Building Artificial Neural Networks
  • Topic A: Build Multi-Layer Perceptrons (MLP)
  • Topic B: Build Convolutional Neural Networks (CNN)
  • Topic C: Build Recurrent Neural Networks (RNN)
Operationalizing Machine Learning Models
  • Topic A: Deploy Machine Learning Models
  • Topic B: Automate the Machine Learning Process with MLOps
  • Topic C: Integrate Models into Machine Learning Systems
Maintaining Machine Learning Operations
  • Topic A: Secure Machine Learning Pipelines
  • Topic B: Maintain Models in Production
Additional course details:

Nexus Humans CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) Course

Available Delivery Options for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training provide?

The 5 day. CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training course give you up to 30 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

What is the correct audience for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training?

The skills covered in this course converge on four areas—software development, IT operations, applied math and statistics, and business analysis. Target students for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems. So, the target student is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decisionmaking products that bring value to the business. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus® Certified Artificial Intelligence (AI) Practitioner (Exam AIP-210) certification

Do you provide training for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210).

Yes we provide corporate training, dedicated training and closed classes for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210). This can take place anywhere in Ireland including, Dublin, Cork, Galway, Northern Ireland or live online allowing you to have your teams from across Ireland or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) program.

The CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training takes place over 5 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

Why are Nexus Human the best provider for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for Ireland on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training.

Yes, the discount code PENPAL5 is currently available for the CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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