This specialization course is designed for those who want to gain hands-on experience in solving real-life problems using machine learning.
100+ Hours of Learning | Specialization Certificate | Virtual Lab | Project Works
For any query related to our course kindly mail at prutor.ai@gmail.com or WhatsApp on 8953463074
Skills you will gain
Programming Languages, Tools & Libraries Covered
About this Specialization
This specialization course is designed for those who want to gain hands-on experience in solving real-life problems using machine learning. You will learn how to implement and apply predictive, classification, clustering, and information retrieval machine learning algorithms to real datasets throughout the course.
In the Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.
How the Specialization Works
Take Courses
Prutor.ai Specialization is a series of courses that help you master a skill. To begin, enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. Visit your learner dashboard to track your course enrollments and your progress.
Hands-on Project
Every Specialization includes a hands-on project. You'll need to successfully finish the project(s) to complete the Specialization and earn your certificate. If the Specialization includes a separate course for the hands-on project, you'll need to finish each of the other courses before you can start it.
Earn a Certificate
When you finish every course and complete the hands-on project, you'll earn a Certificate that you can share with prospective employers and your professional network.
Course Fee 30,000 + 18% GST
Enroll and Pay NowProgram Syllabus in this Specialization
In this lesson, you will learn about the process of programming, which involves different steps. This will give you a brief introduction to programming.
In this lesson, you will learn about the programming cycle of Python, which includes different steps. Then you will learn about the Python IDE that is to be used and the I Python shell.
In this lesson, you will learn to write simple codes or programs to read some value from the user or print some computed value. In other words, you will learn to interact with some easy Python programs.
In this lesson, you will learn about the elements of Python program or you can say, the parts of the Python Program. Then you will also learn about the Data types in Python
In this lesson, you will learn about Type Conversion or Type Casting. You will also learn to convert types or perform typecasting Python.
In this lesson, you will learn about the expressions, particularly different types of operators that are available in Python programming language. You will also learn about variables and Identifiers.
In this lesson, you will learn about the assignment operators, assignment statements and comments in Python.
In this lesson, you will learn about the Arithmetic Operators in Python, which are Binary Operators, Unary Operators and // Operator
In this lesson, you will learn about the operator precedence in Python.
In this lecture, you will learn about the Boolean Expressions, Relational Operators, Logical Operators and Complex Expressions in Python.
In this lesson, you will learn about conditional statement in Python, which is popularly known as if-else statement, its working and execution. You will also learn about the importance of Indentation in writing conditional codes.
In this lecture, you will continue to learn about conditional statements. You will learn about nested-if statement and Elif statement in Python along with working example.
In this lecture, you will learn to evaluate the expressions in Python, the short circuit evaluation method, three factors for expression evaluation.
In this lecture, you will learn about floating point representation in more detail along with the cautions about using floats and comparing these floats.
In this lesson, you will learn about the purpose and working of loops and then you will learn about the While loop including its working.
In this lesson, you will continue to learn about some terminologies associated with Loops followed by the concept of Loop invariant and the common mistakes are committed by the programmers.
In this lesson, you will learn about the important function called as range() in Python, then you will learn about the For loop and its working with the help of an example.
In this lesson, you will learn about the Nested loops in Python. A Nested Loop is nothing but a loop within the loop. You will also understand the working of Nested loop with the help of examples.
In this lesson, you will learn about the Break and Continue keywords in Python. You will also learn about the working of Break and Continue statements with the help of examples.
In this lesson, you will learn about the Functions, why functions are needed and why functions are used.
In this lesson, you will learn about the different parts of a function. Then you will learn about function call in Python Programming.
In this lesson, you will learn about the execution of the function, and what a Stack is.
In this lesson, you will learn about the Keyword Arguments and the Default Arguments in Python Programming.
In this lecture you will learn about the scope of names of the variables in Python Programming. You will also learn about the scope rules in case of variables, functions etc. and Global Variable.
In this lesson, you will learn about the most important topic in Python Programming, which is Strings. Then you will also learn to find the length of the string and perform Concatenation and Repeat operations in it.
In this lesson, you will understand the concept of Indexing and Slicing of the Strings. You will learn these with the help of examples.
In this lesson, you will continue to look at Slicing in more detailed manner with the help of example.
In this lesson, you will learn about another kind of datatype in Python Programming which is known as Tuple.
In this lesson, you will learn about unpacking the sequences in Python Programming. The examples of Sequences are Strings and Tuples.
In this lesson, you will learn about one of the most useful datatype in Python Programming, known as List A List is nothing but an ordered sequence of values.
In this lesson, you will learn about the mutable and immutable types of sequences in Python Programming.
In this lesson, you will learn the concept of list Comprehension, which is a concise way to build the list in Python programming.
In this lesson, you will learn about another kind of sequences in Python programming, which is known as Sets. Sets are nothing but an unordered collection of elements with no duplicate elements.
In this lesson, you will learn about the most used datatype in Python, which is known as Dictionary, which is an unordered set of Key:Value pairs.
In this lesson, you will learn about higher order functions. Python allows you to treat functions as first class Objects. Then you will also learn about the Lambda Expressions.
In this lesson, you will look at the program to generate prime numbers with the help of an algorithm given by the Greek Mathematician named Eratosthenes, whose algorithm is known as Sieve of Eratosthenes.
In this lesson, you will learn about the file input and output operations in Python Programming. Files in computer represent persistent storage, which means that any data you write to the file remain available even after the program exists.
In this lesson, you will learn about the Exceptions in Python Programming. Exceptions are the way of Python to tell the user that something unexpected has happened.
In this lesson, you will learn about Assertions in Python. An assertion is a way of validating an assumption or a condition.
In this lesson, you will learn about the modules in Python. Python allows you to keep the definitions in a file and use it in a script or an interactive instance of the interpreter. This file is known as the module.
In this lesson, you will learn to import some specific functions from a module and the use of _main_ in Modules in Python Programming.
In this lesson, you will learn about the abstract data types and ADT interface in Python Programming.
In this lesson, you will learn about the most important concept of Python programming, which is Classes. You will learn about class definition and other operations in the classes.
In this lesson, you will learn about some special methods in Python programming such as _init_, _str_, comparison methods and Arithmetic methods etc.
In this lesson, you will understand the concept of classes in Python with the help of an example.
In this lesson, you will learn about the important Object Oriented Programming Concept, which is known as Inheritance.
In this lesson, you will understand the concept of Inheritance in Python Programming, in more detailed manner by taking an example.
In this lesson, you will learn about the most important statement in Python Programming, which is considered as the backbone of for...in statements. These are known as Iterators.
In this lesson, you will learn about Recursion, which is an important concept in Python Programming. When a function calls itself, this is termed as Recursion. You will also learn the properties of a Recursive Function.
In this lesson, you will learn to perform a simple search in a given sequence in Python Programming.
In this lesson, you will learn to estimate the time taken by the program in Python Programming.
In this lesson, you will learn to perform faster searching in the sequence with the help of Binary Search in Python Programming.
In this lesson, you will learn to estimate the time taken by the Binary Search program in Python Programming.
In this lesson, you will understand the difference between recursion and iteration followed by implementing the recursive function to generate the Fibonacci series in Python Programming.
In this lesson, you will learn about the Tower of Hanoi problem and its solution by implementing the Recursive function in Python Programming.
In this lesson, you will learn about an important concept in Python Programming, which is known as Sorting.
In this lesson, you will learn about one of the sorting technique or a sorting algorithm in Python Programming popularly known as Selection Sort.
In this lesson, you will learn about merging the two lists which are sorted in Python programming.
In this lesson, you will understand the working and implementation of another popular sorting algorithm in Python programming known as Merge Sort.
In this lesson, you will learn about Higher Order Functions and how to use these higher order functions to make a generic sorting function. Then you will also learn about Generic Selection Sort Function.
This is the final part in this course and contains a set of questions for your self evaluation. The course will not be considered as completed successfully, if you ignore this quiz.
Supervised Learning:
Unsupervised Learning:
Non-linear methods:
Ensemble methods:
Program Designed By
What You Benefit from This Program
Course Fee 30,000 + 18% GST
Enroll and Pay NowFrequently Asked Questions
This program intends to produce extremely well-rounded Machine Learning professionals with deep knowledge of programming skills, ML, expertise in relevant tools/languages.
This program is designed for anyone looking to pick up skills in advanced concepts like Machine Learning, Python Programming, along with Artificial Intelligence. This program demands consistent work and time commitment over the entire duration of 6 months.
The content will be a mix of asynchronous lectures from industry leaders as well as world-class faculty. Additionally, the program comprises some live lectures or hangout sessions dedicated to solving your academic queries and to reinforce learning.
Post completion of the course a certificate of completion will be issued from Prutor.ai, IIT Kanpur.
I'm interested in This Program
Course Fee 30,000 + 18% GST
Enroll and Pay NowFor any query related to our course kindly mail at prutor.ai@gmail.com or WhatsApp on 8953463074