Have you got bored with doing the routine things? Do you have a zeal to learn the new technology? Are you interested in the automation of things? Do you have a passion for making the things automated? Are willing to know the automation of things. Artificial intelligence answers to all the above questions. Learning of Artificial Intelligence is a simple thing nowadays. But today we can learn this artificial Intelligence through Artificial Intelligence Course
Artificial Intelligence Course
Today, People usually prefer to do new jobs rather than traditional jobs. And they we interested to do the things, which were new to them. And they would like to automate the regular jobs. But they don’t know how to do that. And this Artificial Intelligence Online Training guides you in a simple and efficient manner.
Learn AI in a simple an easy manner. Moreover, many people think that Learning Artificial intelligence is a big deal. But, it is false. Because today you can become an expert in Artificial Intelligence even through online. Moreover, there is no restriction to pursue this course. Usually, Data processing and algorithms interested candidates can pursue this course
Usually, we used to apply Artificial Intelligence to reduce manpower. And the main moto of AI is to reduce the manpower and to mechanize the things. And you can achieve this by analyzing the previous activity of the user.
Here we are going to learn more Topics about Artificial Intelligence from the beginning By OnlineITGuru experts team with the support of Live project support.
OnlineITGuru provides rich quality knowledge to the students. And the trainers were real-time experience faculty. Each trainer has a minimum 10 years of industry experience. Additionally, after this course, OnlineITGuru provide the placements in MNC (Multi-National Companies )
Days move very quickly. When a new application is launched into the environment, it must be visible to all the users very quickly . when it was launched we used to have some issues to a certain region/ group of people. If the same issues have been faced by the end user. He would definitely ask the support team to solve the issue happened to him/ her. In such cases, one support person cannot handle(cannot answer) to all the user at a time. In such cases, we need an automation which replaces the human work. Artificial intelligence provides the automation to solve this problem.
What is Artificial intelligence?
Artificial Intelligence (AI) is the automation of Human Intelligence process by machines. These processes include the learning, reasoning, and self-correction. It emphasizes the creation of intelligent machines that work and react like humans. Today this artificial intelligence plays a major role in the IT industry.
The core of Artificial intelligence include programming computers includes the following :
Ability to manipulate and move objects.
Through this course, you will be getting the knowledge of all those concepts and application of each of each in detail through Artificial Intelligence Online Training.
There are nothing much prerequisites required to learn this course. It’s good to have a basic knowledge of algorithm functioning and good analyzing capabilities. But not mandatory. OnlineITGuru trainers start with all the essential basics required to pursue this course.
Today Artificial Intelligence is being provided by many institutes online. But one advantage of taking the course from OnlineITGuru is that, you will get a self-placed video of your interesting technology from the available set of courses.
OnlineITGuru is providing the ethical hacking course by the real-time industry. Trainers were very skilled people who were currently working in the industry with least experience of 10 years. Along with training trainer will guide you some tips along with the useful material. This helps in clearing the certification.
Course Duration : 30 Hrs
Highly interactive, reliable and quality learning sessions of the course are conducted by Online IT Guru. For a better learning experience, the courses are divided into distinctive phases and sessions.
Hands on Experience
Every module shall be followed by a practical experience of lab exercises. At the end of the course, the students will have to build a project on the concepts that were taught to them during the course duration.
Access Duration: Lifetime
Students will have a life time access to the course materials provided by OnlineITGuru. Students also have an opportunity to decide the duration of the course as per their schedule and convenience.
24 X 7 Support
Concerned faculty can be contacted by the students if they are looking for help and assistance with respect to the course and its material. Students can approach their respective faculty to clear their quires either by email, phone or through live chat.
At the end of the course, students will have to fare well in quizzes and testes conducted by the institute and the faculty in order to receive the required certification. To clear the Certification test with flying colors, students will be given model questions and certification dumps that would make them confident about attempting the test to get their Certification.
Online IT Guru will help students find job opportunities with the newly acquired skill set. Online IT Guru has a varied bunch of Clientele around the globe, over 30+ companies in USA and India that have experience in working with different technologies. We would pass your resumes to them after the completion of the course and ensure that the students achieve 100% placements. During the testing and interview process for them, the required assistance shall be provided by Online IT Guru.
Artificial Intelligence Course Content
INTRODUCTION TO DATA SCIENCE
What is data Science? – Introduction
Importance of Data Science
Demand for Data Science Professional
Life cycle of data science
Tools and Technologies used in data Science
Business Intelligence vs Data Science vs Data Engineer
Role of a data scientist
PART A – INTRODUCTION TO STATISTICS
Fundamentals of Math and Probability
Basic understanding of linear algebra, Matrices, vectors
Basics of Calculus
Various types and functions of matrices
Eigen vectors and Eigenvalues of a Matrix
Fundamentals of Probability
Types of events in Probability
Permutations & Combinations
Associative, Commutative and Distributive Laws
Describe or summaries a set of data Measure of central tendency and measure of dispersion.
The mean, median, mode, Standard deviation, Variance, Range, kurtosis and skewness.
Histograms, Bar chart, Box plot
What is inferential statistics Different types of Sampling techniques
Probability Distribution and Cumulative Probability Distribution
Binomial Distribution & Quincunx
Normal Distribution & Normal variable
Sample Vs Population summary metrics
Point estimate and Interval estimate
Creating confidence interval for population parameter using Z* score and confidence level percentage
Bias & Variance trade-offs
Hypothesis Testing Basics
False Positive & False Negative
Types of errors-Type 1 Errors, Type 2 Errors P value method, Z score Method
T-Test, Analysis of variance(ANOVA)
Exploratory Data Analysis
Introduction to EDA
Data Sourcing & Data cleaning
Fixing rows, columns
Missing values treatment and invalid values
Standardize values and filter data
Types of variables
Univariate Analysis on Unordered, ordered and quantitative variables
Rank-Frequency and Power Law distribution
Various types of Derived metrics
PART B – UNDERSTANDING AND IMPLEMENTING
Introduction to Machine Learning
What is Machine Learning?
Introduction to Supervised Learning, Unsupervised Learning & Semi-supervised Learning
What is Reinforcement Learning?
Introduction to Linear Regression and simple linear regression
Cost function, R-Square, RMSE and best fit line
Closed form and Gradient descent
Linear Regression with Multiple Variables
Disadvantage of Linear Models Interpretation of Model Outputs Understanding
Adjusted R-Square, P-Value and VIF
Missing values & Outlier treatment
Signature of overfitting
Application of Linear Regression for CTG data
Introduction to Logistic Regression
Binary Logistic Regression
Sigmoid function & Log of odds
Multinomial Logistic Regression
Introduce the notion of classification Cost function for logistic regression
Application of logistic regression to multi-class classification.
Confusion Matrix, ROC Curve
AIC & BIC
Advantages and Disadvantages of Logistic Regression
Decision Trees & Random Forest
Decision Tree – C4.5, CART
How to build decision tree? Understanding CART Model Classification Rules
Overfitting Problem Stopping Criteria And Pruning
Entropy & Information Gain
How to find final size of Trees? Model A decision Tree.
Introduction to Random Forests
Ensembles & Bagging technique
Out of Bag error
Advantages of Random Forest over Decision Trees
Support Vector Machines
Introduction to SVM
Hyperplane & Linear discriminator
Maximal Marginal Hyperplane & Support vectors
Support Vector classifier
Boundary & Feature transformation
Handling non-linearity in the dataset using various Kernels
1 Business Case Study with Cardio to co-graphic data
Feature Selection & Feature Extraction
K-Means algorithm for clustering – groupings of unlabeled data points.
Principal Component Analysis(PCA)
Market Basket Analysis
Dimensionality reduction on CTG
PART C – PYTHON PROGRAMMING
Python background, features
Installation and Various Python IDEs
Python vs Other languages
Operators in Python – Arithmetic, Relational, Logical and Assignment Operators
We offer Group Batch, Referral, Project, and One to One Training Discounts. If you enrolled for any course, you can take any other self-paced course as Free. Therefore, at the same time, you can learn two technologies.
For Every technology, We have Job Placement Teams in India, USA and around the world. After your enrollment, we start Your resume preparation and train you to clear the certifications and Projects required for getting Job. Meanwhile, our Instructors will conduct Interview sessions and assign you projects. We forward your resumes to companies that we tie-up. We make you to get complete experience so that you get a Job.
Our Instructor Explains Every Topic and Project on the Software itself with real time examples. Every training Batch is considered as a software team and a project is assigned to them, after completing this project. The training will be completed. So that the Students feel the real time IT Company Environment During the Sessions, where our Instructor is like a Team Lead.
HIgh quality training
This the best place for learning AI. This because , the trainer has initially start with the basics like python, data structure and then moved into the actual subjects. Thanks to trainer.
Best training at low cost
Today many institutes charge much for AI course. They do charge separately for Python, separately for R. But OnlineITGuru provides all these under one course at low cost. Thanks to the team !!!!
Good support team
When compared to other Artificial Intelligence training institutes in Hyderabad, OnlineITGuru has good support team. they initially given me the pre-recorded videos of initial required technologies like python, R programming
Real time trainer
The trainer of OnlineITGuru is an experienced candidate. And he has a good command over the subject. His teaching helped me at low a lot in taking the considerations of the problem. Thanks to OnlineITGuru.
I recommended this institute to learn Artificial Intelligence form the scratch. Because, the trainer would cover all the topics step by step that is required to solve the problem. Thanks to OnlineITGuru for selecting the best trainers.