CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)|

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CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)

Empower Your AI Journey! Enroll in CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210) course by Skillcertified. Gain hands-on expertise in AI technologies, from machine learning to neural networks. Join now to become a certified AI practitioner and lead innovation in the realm of artificial intelligence.

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Course Description

About the Course

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. This course includes the voucher for CAIP (AIP-210) exam. This course may earn a Credly badge.

Course Curriculum

Course # : 965776

CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)

Exam : CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)

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CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)

Objectives

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

Target Audience

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

Prerequisites

To ensure your success in this course, you should be familiar with the concepts that are foundational to data science, including:

The overall data science and machine learning process from end to end: formulating the problem; collecting and preparing data; analyzing data; engineering and preprocessing data; training, tuning, and evaluating a model; and finalizing a model.

Statistical concepts such as sampling, hypothesis testing, probability distribution, randomness, etc.

Summary statistics such as mean, median, mode, interquartile range (IQR), standard deviation,skewness, etc.

Graphs, plots, charts, and other methods of visual data analysis.

You can obtain this level of skills and knowledge by taking the CertNexus course Certified Data Science Practitioner (CDSP) (Exam DSP-110).

You must also be comfortable writing code in the Python programming language, including the use of fundamental Python data science libraries like NumPy and pandas. The Logical Operations course Using Data Science Tools in Python® teaches these skills

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Very comprehensive materials with a clear presentation. I have been teaching digital forensics for over 10 years and I found this training to be very interesting and on-point

Rami Khalife

I have completed the course 20778 Analyzing data with Power BI. The instructor Mr. Abhishek Kumar delivered interactive sessions which were impressively informative. He went through the content in detail which showcased that he has a thorough knowledge of the subject matter. He set up a collaborative medium between instructor and students. You can ask questions and he will give you a presenter view where you can share what you have learnt.
Instructor Abhishek Kumar is a terrific subject expert. I will be happy to take more courses with Learnfly Live from this experience and recommend it to everyone as well. A job well done! I am now going to practice the content taught by Mr. Abhishek so that I can deliver it in my career pursuits.

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I've attended SkillCertified™ Live Microsoft SQL Server Self-Paced. It was very useful and enlightening. The training session was great – interactive as well as informative. Trainers were very helpful and offered personal assistance during the training and career guidance after it.