Artificial Intelligence with Microsoft
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Course Instructor
INTRNFORTE
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Course Overview
Course Curriculum
1 Subject
Artificial Intelligence with Microsoft
3 Exercises • 58 Learning Materials
Important Guidelines!
Important Guidelines Before you start
Introduction
Introduction to AI-ML
Video
42:41
DATASETS & IPYB FILES
Getting Started with Integrated Hands On Sessions
Getting Started with Integrated Hands On Sessions
Video
50:19
ML Data Preprocessing
ML Data Preprocessing
Video
49:11
Linear Regression
Introduction to Linear Regression
Video
40:8
Linear Regression 2: Hands on sessions
Video
20:53
Multiple Polynomial Regression
Multiple & Polynomial Regression
Video
57:17
Support Vector Regression
Support Vector Regression
Video
28:36
Classification Logistics Regression
Classification Logistics Regression
Video
55:53
Classification K Nearest Neighbors
Classification K Nearest Neighbors
Video
57:26
Classification Support Vector Machine
Classification Support Vector Machine
Video
54:45
Decision trees Classification
Decision trees Classification
Video
1:2:43
QUIZ 1
Quiz 1
Exercise
Training Project 1 : Random Forest Classification
Random Forest Classification
Video
1:9:28
Unsupervised Learning
K Means Clustering
Video
57:29
Hierarchical Clustering
Video
1:012
Deep Leaning Neural Networks
Deep Learning Neural Networks
Video
52:48
Tensorflow Hands On NN
Tensorflow Hands On NN
External Link
Convolutional Neural Network
Convolutional Neural Network
Video
48:10
CNN Hands On Learning
Video
50:14
Training Project 2 :Object Detection & Human Pose Estimation
Object Detection & Human Pose Estimation
Video
51:22
Training Project 3 : Capstone Project
Training Project 3
External Link
Generative AI
Introduction
Video
1:2:14
Generative AI
Video
1:7:22
Prompt Engineering
Lecture 1
Video
58:27
Lecture 2
Video
1:018
QUIZ 2
AI QUIZ 2
Exercise
Training Project 4 : Building a simple ChatBot using LLM's
ChatBot using LLM's
Assignment
Assignment 1 : Simple Linear Regression
Assignment 2 : Multiple Linear Regression
Assignment 3 : Artificial Neural Network
Quiz
AI
Exercise
Projects
FORMAT TO BE GIVEN
Project I - Customer Insurance Purchases Case Study
Project II - Breast Cancer Classification
Internship Training Certificate
Post Completion
Resume Building
Resume Building
External Link
AI-900
Azure learning by MICROSOFT for DP-900
MICROSOFT EXAMINATION DATE SCHEDULE
Placement Training
Career Planning & Mapping
External Link
Corporate Culture Part 1
External Link
Corporate Culture Part 2
External Link
Critical Thinking 1
External Link
Critical Thinking for Problem Solving 2
External Link
Goal Setting
External Link
Interview Skills
External Link
LinkedIn Profile
External Link
Placement Training 5 Personality
External Link
Placement Training Modules 1 4
External Link
Time Management
External Link
Communication Skills Module 1
External Link
Confidence Building
External Link
Corporate Business Etiquette
External Link
Group Discussion
External Link
Interview Questions
Live Recordings
Recorded Video 1
External Link
Recorded Video 2
External Link
Recorded Video 3
External Link
Recorded Video 4
Video
40:54
Free Job Simulation by MNC'S
Steps to Follow
Course Instructor
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INTRNFORTE
31 Courses • 21941 Students
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