Skill Path

Practical Artificial Intelligence for Professionals

Name: Practical Artificial Intelligence for Professionals
Brand: CodeRed
Price: 199.00 USD
Availability: InStock

Unleash the power of artificial intelligence to achieve automation, predictions, analysis and better decision making.

8 Hours of video content

Advanced

Certificate of Completion Included

Buy this course now

$199.00

Overview What You Will Learn Curriculum Instructor Student Reviews

Course Overview

This learning path is the perfect destination for you. Here, you'll master the basics of machine learning and AI, while you'll also gain practical training on how to apply these technologies to business problems. You'll learn data mining techniques, and you'll also learn to build custom object detector models using Deep Learning. The learning path will provide a hands-on understanding of unsupervised learning and natural language processing.

What You Will Learn

Explore the most advanced Machine Learning techniques and their use cases
Master linear algebra & modeling.
Understand data Mining techniques and their practical uses
Learn about Deep Learning.
Learn about object detection models and data collection & annotation.
Get equipped with principal component analysis and its use in daily tasks
Learn how to do the face alignment using MTCNN face detection
Learn about Emotion Detection

Program Curriculum

Content

Chapter 1: Set up the Environment
Chapter 2: Jupyter Notebook Coding Environment
Chapter 3: Image Process
Chapter 4: Classification Model Explanation
Chapter 5: TensorFlow Introduction and Quick Guide
Chapter 6: Write a Classification Class Program
Chapter

Content

Chapter 1: Overview of Course
Chapter 2: Essential of Deep Learning
Chapter 3: Introduction to CNN
Chapter 4: Deep Dive into CNN
Chapter 5: Activation Function & Gradient Descent
Chapter 6: Hands-on with CNN
Chapter 7: In-depth with Autoencoders
Chapter 8:

Content

Chapter 1: Introduction
Chapter 2: Principal Component Analysis
Chapter 3: t-SNE
Chapter 4: Autoencoders
Chapter 5: Restricted Boltzmann Machines
Chapter 6: Latent Semantic Analysis
Chapter 7: Recommender System

Content

Chapter 1: Overview of Course
Chapter 2: Data Collection and Annotation
Chapter 3: Introduction to YOLO
Chapter 4: Mathematics behind YOLO
Chapter 5: Essentials of Model Training
Chapter 6: Train Your Custom Object Detection
Chapter 7: Test your Model

Content

Chapter 1: Introduction to Face Recogn

Content

Load more modules

Instructor

Vivek Chaudhary chaudhary

Vivek Chaudhary currently works as a freelance data scientist and has worked with different product-based & EdTech startups. He has published one of the best-selling books on Amazon, �Data Investigation-EDA the right way�. His areas of expertise are applied statistics, EDA, data cleaning techniques, and feature engineering and process to building statistical models. According to him �Building Assumptions� is the important factor to apply statistical tools in real-time. If you can�t build assumptions, then no matter how much you learn at the end, it will be difficult to apply statistical techniques. He has mentored 200+ professionals to start their journey and helped them understand applied statistics & EDA.

Vivek Chaudhary chaudhary

Abhilash Nelson

Yuan Po Liao

Wassim Ben Youssef

Aashish Dixit

Buy this learning path now

$199.00

Get Immediate access for one year today!

Upgrade to Pro Plans and Get Full Access Today!

Get this course, along with 700+ courses and 50+ learning paths and more in one subscription. Learn more

Unlock All Access

Plans start from $33/mo. Cancel anytime.

Join over 1 Million professionals from the most renowned Companies in the world!

Empower Your Learning with Our Flexible Plans

Invest in your future with our flexible subscription plans. Whether you're just starting out or looking to enhance your expertise, there's a plan tailored to meet your needs. Gain access to in-demand skills and courses for your continuous learning needs.

Monthly Plans

Annual Plans

Save 20% with our annual plans!

Pro

Ideal for continuous learning, offering extensive resources with 900+ courses and diverse Learning Paths to enhance your skills.

^$ 69.00

Billed monthly or $599.00 billed annually

Get Started Now

Start your 7-day trial for $1

What is included

880+ Premium Short Courses
70+ Structured Learning Paths
Validation of Completion with all courses and learning paths
New Courses added every month

Early Access Offer

Pro +

Experience immersive learning with Practice Labs and CTF Challenges for comprehensive skill-building.

^$ 79.00

Billed monthly or $699.00 billed annually

Get Started Now

Start your 7-day trial for $1

Everything in Pro and

1600+ Practice Lab exercises with guided instructions
150+ CTF Challenges with detailed walkthroughs
New Practice Labs and Challenges added every month

Related Learning Paths

Mastering Digital Forensics

Skill Path

Mastering Digital Forensics

Detect and backtrack cyber criminals and hackers with digital forensics

3 Premium Courses

10 hr 33 m

Detect and backtrack cyber criminals and hackers with digital...

$199.00

Hello
Conducting Reconnaissance for Cybersecurity

Skill Path

Conducting Reconnaissance for Cybersecurity

Learn to perform scanning and attacking effectively

2 Premium Courses

11 hr 53 m

Learn to perform scanning and attacking effectively

$99.00

Hello
Gateway to Programming Fundamentals

Skill Path

Gateway to Programming Fundamentals

Become a High-level Programmer Equipped with Secure Software Development Skills in C, C++, Java, and Python

5 Premium Courses

42 hr 47 m

Become a High-level Programmer Equipped with Secure Software ...

$149.00

Hello
Integrating Security into IoT

Skill Path

Integrating Security into IoT

Learn about the various cyber-threats that revolve around the IoT and smart city world, and how to defend against them.

6 Premium Courses

27 hr 52 m

Learn about the various cyber-threats that revolve around the...

$199.00

Hello
Building Secure Java Applications

Skill Path

Building Secure Java Applications

Learn security coding practices and defensive measures needed to design and build a secure Java application.

6 Premium Courses

33 hr 14 m

Learn security coding practices and defensive measures needed...

$99.00

Hello
Becoming a DevOps Professional

Career Path

Becoming a DevOps Professional

Begin DevOps Career as an Absolute Beginner | Linux, AWS, Scripting, Jenkins, Ansible, Azure, Docker, K8s, N-Tier Projects

5 Premium Courses

84 hr 29 m

Begin DevOps Career as an Absolute Beginner | Linux, AWS, Scr...

$199.00

Hello
Programming for Ethical Hackers

Skill Path

Programming for Ethical Hackers

Gain expertise in one of the most underrated but useful skill in ethical hacking.

10 Premium Courses

49 hr 21 m

Gain expertise in one of the most underrated but useful skill...

$199.00

Hello
Mastering Ethical Hacking Tools

Skill Path

Mastering Ethical Hacking Tools

You will understand how to use open-source intelligence to your advantage. Further, you will discover how to analyze and interpret network protocols and leverage Wireshark. Moving ahead, you will learn how to perform ethical hacking using Nmap. You will also learn how to perform information gathering and enumeration of Windows-specific services with Nmap and OpenVAS. You will then understand how hackers use session hijacking to attack an organization and the techniques to prevent it.

10 Premium Courses

42 hr 0 m

You will understand how to use open-source intelligence to yo...

$199.99

Hello