Machine Learning

Professional Certification Course to enter in IT Industry with Knowledge and Experience

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Complete Course Curriculum

Course Duration: 4- Months

Course Fees: 20000/-

Introduction to Machine Learning

  • Introduction to Machine Learning
  • Data Types
  • Conditional Statements
  • Looping Statements
  • Functions
  • Libraries
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning
  • Statistical Decision Theory
  • Bias – Variance
  • Linear Regression
  • Multivariate Regression
  • Subset Selection
  • Shrinkage Methods
  • Principal Components Regression
  • Partial Least Square
  • Linear Classification
  • Logistic Regression
  • Separating Hyperplane Approaches - Perceptron Learning\
  • Support Vector Machines
  • SVM Kernels
  • Hingle Loss Formulation of SVM Objective
  • Artificial Neural Networks - Early Models and Backpropagation
  • Artificial Neural Networks - Training, Initialization and Validation
  • Parameter Estimations
  • Decision Trees
  • Regression Trees
  • Evaluation and Evaluation Measures
  • 2 Class Evaluation Measures
  • The ROC Curve
  • Minimum Description Length Analysis
  • Ensemble Methods
  • Gradient Boosting
  • Random Forests
  • Naive Bayes
  • Bayesian Networks
  • Multiclass Classification
  • Partitioned Clustering
  • Hierarchical Clustering
  • The BIRCH and CURE Algorithms
  • Density Based Clustering
  • Gaussian Mixture Models
  • Expectation Maximization
  • Linear Theory
  • Reinforcement Learning
  • Introduction to Neural Networks
  • Basics of Neural Networks
  • Activation functions
  • Feed Forward network
  • Convolutional Neural Network
  • Reinforcement Learning
  • Classical Reinforcement Learning
  • Basics of RL like Markov Decision Process
  • RL Equations
  • Monte Carlo Methods
  • Deep Reinforcement Learning
  • Deep Q NetworksPolicy Gradient Methods
  • Actor-Critic Methods
  •  

Course Duration: 1 Month Course Fees: 3000/-

Course NameFees Duration
Complete C Programming Course30001 Month
Complete C ++ Programming Course30001 Month
Complete Java Development Course80004 Months
Complete Course Package (C + CPP + Java)120006 Months

Machine Learning Course Features

Get hands-on training by expert faculties with 100% practical approach. After completion of this course you will get an Internship / Training Certificate along with a project. And also get a chance to get hired. 

Project Development

Have a look on Exciting Project ideas on Machine Learning

You can build a simple calculator with C using switch cases or if-else statements. This calculator takes two operands and an arithmetic operator (+, -, *, /) from the user, however, you can expand the program to accept more than two operands and one operator by adding logic. Then, based on the operator entered by the user, it conducts the computation on the two operands. The input, however, must be in the format “number1 operator1 number2” (i.e. 2+4).

Using C language, you can also create a student management system. To handle students’ records (like Student’s roll number, Name, Subject, etc.) it employs files as a database to conduct file handling activities such as add, search, change, and remove entries. It appears a simple project but can be handy for schools or colleges that have to store records of thousands of students.

If you have ever lost track of which day of the week is today or the number of days in that particular month, you should build a calendar yourself. The Calendar is written in the C programming language, and this Calendar assists you in determining the date and day you require. We can implement it using simple if-else logic and switch-case statements. The display() function is used to display the calendar and it can be modified accordingly. It also has some additional functions.

This Phone book Project generates an external file to permanently store the user’s data (Name and phone number). The phone book is a very simple C project that will help you understand the core concepts of capacity, record keeping, and data structure. This program will show you how to add, list, edit or alter, look at, and delete data from a record.

An online voting system is a software platform that enables organizations to conduct votes and elections securely. A high-quality online voting system strikes a balance between ballot security, convenience, and the overall needs of a voting event. By collecting the input of your group in a systematic and verifiable manner, online voting tools and online election voting systems assist you in making crucial decisions. These decisions are frequently taken on a yearly basis – either during an event (such as your organization’s AGM) or at a specific time of the year. Alternatively, you may conduct regular polls among your colleagues (e.g. anonymous employee feedback surveys).

With this voting system, users can enter their preferences and the total votes and leading candidate can be calculated. It’s a straightforward C project that’s simple to grasp. Small-scale election efforts can benefit from this.

Tic-tac-toe, also known as noughts and crosses or Xs and Os, is a two-person paper and pencil game in which each player alternates marking squares in a three-by-three grid with an X or an O. The winner is the player who successfully places three of their markers in a horizontal, vertical, or diagonal row. You can implement this fun game using 2D arrays in the C programming language. It is important to use arrays while creating a Tic Tac Toe game in the C programming language. The Xs and Os are stored in separate arrays and passed across various functions in the code to maintain track of the game’s progress. You can play the game against the computer by entering the code here and selecting either X or O. The source code for the project is given below.

Mathematical operations are an everyday part of our life. Every day, we will connect with many forms of calculations in our environment. Matrices are mathematical structures in which integers are arranged in columns and rows. In actual life, matrices are used in many applications. The most common application is in the software sector, where pathfinder algorithms, image processing algorithms, and other algorithms are developed. Some fundamental matrix operations are performed in this project, with the user selecting the operation to be performed on the matrix. The matrices and their sizes are then entered. It’s worth noting that the project only considers square matrices.

Library management is a project that manages and preserves electronic book data based on the demands of students. Both students and library administrators can use the system to keep track of all the books available in the library. It allows both the administrator and the student to look for the desired book. The C files used to implement the system are: main.c, searchbook.c, issuebook.c, viewbook.c, and more.

The Electricity Cost Calculator project is an application-based micro project that predicts the following month’s electricity bill based on the appliances or loads used. Visual studio code was used to write the code for this project. This project employs a multi-file and multi-platform strategy (Linux and Windows). People who do not have a technical understanding of calculating power bills can use this program to forecast their electricity bills for the coming months; however, an electricity bill calculator must have the following features:

  • All loads’ power rating
  • Unit consumed per day
  • Units consumed per month, and
  • Total load calculation

 

The project’s goal is to inform a consumer about the MOVIE TICKET BOOKING SYSTEM so that they can order tickets. The project was created with the goal of making the process as simple and quick as possible. The user can book tickets, cancel tickets, and view all booking records using the system. Our project’s major purpose is to supply various forms of client facilities as well as excellent customer service. It should meet nearly all the conditions for reserving a ticket.

Snakes and ladders, also known as Moksha Patam, is an ancient Indian board game for two or more players that is still considered a worldwide classic today. It’s played on a gridded game board with numbered squares. On the board, there are several “ladders” and “snakes,” each linking two distinct board squares. The dice value can either be provided by the user or it can be generated randomly. If after moving, the pointer points to the block where the ladder is, the pointer is directed to the top of the ladder. If unfortunately, the pointer points to the mouth of a snake after moving, the pointer is redirected to the tail of the snake.

This system is built on the concept of booking bus tickets in advance. The user can check the bus schedule, book tickets, cancel reservations, and check the bus status board using this system. When purchasing tickets, the user must first enter the bus number, after which the system will display the entire number of bus seats along with the passengers’ names, and the user must then enter the number of tickets, seat number, and person’s name.
We will be using arrays, if-else logic, loop statements, and various functions like login(), cancel(), etc. to implement the project.

Pacman, like other classic games, is simple to play. In this game, you must consume as many small dots as possible to earn as many points as possible. The entire game was created using the C programming language. Graphics were employed in the creation of this game. To create the game, you have to first define the grid function to manage the grid structure. To control the movement, you can define functions such as move_right(), move_left(), move_up() and move_down(). C files to add ghosts and their functionalities, positions check, etc. can be added to make the game more fun. The customers will find this C Programming game to be simple to comprehend and manage.

Have a look on Exciting Project ideas on Machine Learning

Cartoonify Image with Machine Learning

Transform images into its cartoon. Yes, the objective of this machine learning project is to CARTOONIFY the images. Thus, you will build a python application that will transform an image into its cartoon using machine learning libraries

Emojify – Create your own emoji with Python

The objective of this machine learning project is to classify human facial expressions and map them to emojis. You will build a convolution neural network to recognize facial emotions. Then you will map those emotions with the corresponding emojis or avatars

Loan Prediction using Machine Learning

The idea behind this ML project is to build a model that will classify how much loan the user can take. It is based on the user’s marital status, education, number of dependents, and employments. You can build a linear model for this project.

Housing Prices Prediction Project

The dataset has house prices of the Boston residual areas. The expense of the house varies according to various factors like crime rate, number of rooms, etc. It is a good ML project for beginners to predict prices on the basis of new data.

Wine Quality Test Project

In this project, you can build an interface to predict the quality of the red wine. It will use the chemical information of the wine and based on the machine learning model, it will give you the result of wine quality.

Music Genre Classification

Automatically classify different musical genres In this tutorial we are going to develop a deep learning project to automatically classify different musical genres from audio files. We will classify these audio files using their low-level features of frequency and time domain.

Uber Data Analysis Project

he project can be used to perform data visualization on the uber data. The dataset contains 4.5 millions of uber pickups in the new york city. This much data needs to be represented beautifully in order to analyze the rides so that further improvements in the business can be made. Dataset: Uber Data Analysis Dataset

Handwritten Character Recognition

In this machine learning project, you will detect & recognize handwritten characters, i.e, English alphabets from A-Z. You are going to achieve this by modeling a neural network.

Frequently Asked Questions

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If you are a beginner or you are planning to learn a programming language, then you should start learning the C programming language. 

Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast
Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast