Artificial Intelligence Training

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ARTIFICIAL INTELLIGENCE

Ad2brand is best artificial intelligence training institute in Pune and Dubai with 100% job assistance. Practical and hands-on deep learning of AI.

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ARTIFICIAL INTELLIGENCE

Artificial Intelligence also called as Machine Intelligence is the ability of computer systems to perform the tasks that generally require a human brain’s intelligence and logic (Natural Intelligence) like speech recognition, face recognition, visual perception, language translation, decision making, self-correction and more. It is all about designing machines that can ‘think’ because, with artificial intelligence, machines display performance of “cognitive” functions like problem-solving and learning which are normally performed by human beings. Its use is increasing day by day in the daily life and so it is being used by a lot of industries like business, gaming, media, finance, medicine, robotics, law, manufacturing, education and more. The ATM Machine is also an example of AI. AI field is constantly growing and evolving expanding human capabilities beyond our imagination. In this course, you will learn all the basic and advanced concepts of modern AI and also it’s applications.

CAREER PROSPECTS

AI is a technology breakthrough making it easy to perform tasks difficult for human beings to achieve. Artificial Intelligence is the future of technology and is being adopted by every company for delivering better products and services with more accuracy and efficiency. Machine learning professionals are increasingly needed by organizations because this industry is expected to grow from $ 1 billion to $ 9 billion by 2022. We help you in targeting the best jobs in this industry by giving you hands-on and detailed AI & Machine Learning knowledge with the best qualified and experienced trainers.

WHAT WILL YOU LEARN OUT OF THIS COURSE?

Artificial intelligence basics
AI applications like machine learning, natural language processing, robotics, probabilistic reasoning, computer vision
AI basic and advanced concepts like Deep networks, neural networks, Boltzmann Machines, Structured Knowledge, Self-Organizing Maps, Model Selection, boosting and much more.
AI optimization for real-world situations
Building intelligent agents
Machine learning algorithms
Real world AI problem-solving through python programming

ARTIFICIAL INTELLIGENCE SYLLABUS

INTRODUCTION TO MACHINE LEARNING

Machine Learning Applications
Future of Machine Learning

LEARN DATA PREPROCESSING

Missing Data and Categorical Data
Splitting the Dataset into the Training set and Test set
Feature Scaling

USE OF GIT AND GITHUB

How to set up Your GitHub Account?
Git Repository configuration
How to make Your First Git Commit and push Your First Commit to GitHub?
Step-by-Step Git and GitHub Workflow

SIMPLE LINEAR REGRESSION AND MULTIPLE LINEAR REGRESSION

Intuition and Dataset + Business Problem Description
Simple Linear Regression and Multiple Linear Regression

OVERVIEW OF POLYNOMIAL REGRESSION AND SUPPORT VECTOR REGRESSION (SVR)

Intuition and Python Regression Template
Polynomial Regression and Decision Tree Regression

DECISION TREE REGRESSION AND RANDOM FOREST REGRESSION

Intuition
Decision Tree Regression and Random Forest Regression

EVALUATING REGRESSION MODELS PERFORMANCE

R-Squared Intuition and Adjusted R-Squared Intuition
How to Evaluate Regression Models Performance?
Concepts of Interpreting Linear Regression Coefficient

LOGISTIC REGRESSION

Intuition
Logistic Regression and Python Classification Template

K-NEAREST NEIGHBORS (K-NN) AND SUPPORT VECTOR MACHINE (SVM)

Intuition
K-NN and SVM

DECISION TREE CLASSIFICATION AND RANDOM FOREST CLASSIFICATION

Intuition
Decision Tree Classification and Random Forest Classification

EVALUATE CLASSIFICATION MODELS PERFORMANCE

Learning of False Positives & False Negatives
Concepts of Confusion Matrix and Accuracy Paradox
CAP Curve and CAP Curve Analysis

K-MEANS CLUSTERING AND HIERARCHICAL CLUSTERING

Intro to K-Means Clustering
Basic of Intuition and Random Initialization Trap
Selecting the Number Of Clusters
Intro to K-Means Clustering
Intuition and Hierarchical Clustering How Dendrograms Work
Study of Hierarchical Clustering Using Dendrograms and HC

BUILDING AN ANN AND EVALUATING, IMPROVING AND TUNING THE ANN

Evaluating the ANN and Improving the ANN
Concept of Tuning the ANN

TENSOR FLOW AND REGRESSION IN TENSOR FLOW

Basic of TF
Computation Graph and Tensors
Understanding Image Processing and Images As Tensors
Intro to MNIST
Individual Neuron and Learning Regression
Concepts of Learning XOR and XOR Trained

Intended audience

Robotics Engineer
Data Scientist
Business Analysts
Hadoop Developers
Python for Data Science
College Graduates

Intended audience

Good understanding of Python Programming and package like Numpy, Sklearn, Pandas and Matplotlib

Why Ad2brand

HIGH SEARCH ENGINE RANKING

SEO Friendly websites that we create help you achieve top rankings on search engines & enjoy high web traffic.

TRIED & TESTED SEO/SEO WEBSITES

Our Ethical White Hat SEO methods make use of the right keywords to popularize your online web store.

CREATIVE CONTENT CREATION

We create Blog, website, Email Content to attract audience by effective content marketing strategies.

100% BRAND VALUE & BRAND INDENTITY

SEO Friendly websites that we create help you achieve top rankings on search engines & enjoy high web traffic.

SOCIAL MEDIA INTEGRATION

Our services include Facebook, Twitter, Pinterest, Instagram, YouTube, Linkedin using Targeted Campaigns.

100% RATE OF CONVERSION

Efficient Email Marketing Services help you to reach out to a wider audience and generate the Highest ROI.

SUCCESSFUL EMAIL CAMPAIGNS

We design customized campaigns after analysing your customers behavior and track them to ensure success.

DEDICATED TEAM OF RESOURCES

We have a dedicated team of digital marketers working for you to ensure the things finish on time and results show.

Pricing

After the details you will provide, we will tell you the actual cost of the Service Well Ad2brand Team to ensure you that we will give you the most desirable Charges.