Python is widely used in data science, machine learning, and artificial intelligence domain.
Programming Foundation with Python serves as a building block to your career in the domain of data science and artificial intelligence. This course will provide the essential skills to boost your career as a Data Scientist or a Python Developer.
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Join DataTrained – IBM- certified curriculum and learn every skill from the industry’s best thought leaders.
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Shankar is a data Scientist with 14 Years of Experience. His current employment is with Accenture and has experience in telecom, healthcare, finance and banking products.
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"MCA (Gold Medalist)with 5+ years of experience as an IT trainer (JAVA, C, C++). I always discovered the value of my own experiences and successes. This led me to train the students for programming in a better way.I have been a part of statistical analysis projects by doing them through coding."
The foundation bundle includes 3 courses Flowcharts, Pseudocode, and algorithms. In these courses, you will learn to understand the workflow of a process, break down a problem, and learn to design a solution with well-defined instructions to solve a specific problem.
In this course, you will learn to diagrammatically represent a workflow. You will be guided to understand a task and then break it down into small steps to perform the computation. This will help you in developing a step-by-step approach to solving a task.
Flowchart ComponentThe flowchart is a diagrammatic approach to represent a workflow or process to solving a task. In this chapter, you will be introduced to various components/symbols of a flowchart diagram which help in a representation of a specific type of task that is performed in each step.
DiagrammingThis chapter will guide you in designing a flowchart. Here you will learn how to break down a workflow into steps to solve a specific task. You will also be introduced to Decision Making where you will learn how to apply conditions to your flowchart. After that, you will be introduced to loops to perform repetitive tasks. As a result of this course, you will be able to apply a step-by-step approach to solving a task.
In this course you will learn to create plain english language description of steps to be taken in an alogrithm to perform specific computation
Understanding Basic conceptsGet introduce to pseudocode and learn to use structural conventions of a programming language to create your first pseudocode intended for human reading while describing your algorithm
SyntaxHere you will learn to use minimal syntax rules and structure for pseudocode
ApplicationHere you will create descriptive steps for multiple algorithm
Algorithm are a finite sequence of well defined instruction to perform specific computation. In this course you will learn an effective method to express an alogrthim in a well defined formal language
Informal DefinationHere you will learn to design informal defination which could be used as a set of rules to precisely define a sequence a operations
Formalization and Expressing alogrithmIn this chapter you will learn to express a squence of operations performed in alogrithm in a structured way
Desiging AlgorithmAfter completing this chapter you will be able to design a well structured mathematical process to solve a problem or perform a specific computation
Python is one of the most powerful programming language and is widely used in competitive programming and technical interviews. It has essential, object-oriented and structured programming features.
Here you will be introduced to basic concepts of python programming language. You will write your first python program and learn what variables and data types are, taking inputs and perform operations like arithmatic operations.
Introduction & InstallationIn this module you will be introduced to python programming language. After that, we will see how to install essential softwares to run your python programs. Lastly we will discuss the structure of a python program.
Variables, Data types, and OperatorsIn this chapter, we will cover how to take inputs and declare variables. We will in-depth explore data types to store various types of data. And then we will look into performing operations like arithmetic operations.
Python offers four more types of variables - List, tuples sets, and dictionaries. These four additional built-in data types are used to store collection of data
ListLists are used to store multiple items in a single variable. In the chapter, you will learn various applications of lists.
TuplesTuples are Ordered and unchangeable collections of data.
SetsUnlike Tuples, sets are unordered, unchangeable, and unindexed collections data.
DictionaryDictionary offers key-value pairs and are collections of data which are ordered and changeable.
In this chapter, we will learn to apply decision-making using if and else statements we will also look into the switch statement. After that, we will look into loops to perform iterative tasks.
Conditional StatementsIn this chapter, covered the if statement, if-else statement, else if statement wherein you will learn to apply decision making in your programs. Futher you will get introduced to nested conditions and switch statements
LoopsIn this chapter, we will look into loops where we will be covering while loop, do-while loop, and for loop. You will learn to write programs to perform iterative tasks.
Pattern Printing ProblemsGet introduced to patterns and learn to print different types of patterns - square pattern, triangle pattern, star pattern, number pattern, character pattern, inverted patterns etc
Get introduced to functions, learn how to work with functions and their importance. Scope, function calling, pass by value, and pass by reference will be covered in detail
After completing loops, we will learn to store data in the form of arrays and access data from arrays. Further, we will see what strings are and how String manipulation is done. You will also so long to perform operations on strings.
ArraysIntroduction to array how array data id stored in memory. Learn to store and fetch data from array after that we will see how to pass array to a function as an argument. Understand 2D arrays, storing data in 2D arrays and performing operations on them
Searching and sorting arraysUnderstand searhing algorthim linear search and binary search. We will discuss mechanics of sorting array elements through selection sort, bubble sort, and insertion alogrithm
StringsGet introduced to Strings and learn how to store strings in memory. Further, we will perform string manipulation using inbuilt functions
Object-oriented programming aims to implement real-world entities like inheritance, hiding, polymorphism, etc in programming. The main aim of OOP is to bind together the data and the functions that operate on them so that no other part of the code can access this data except that function.
Introduction to OPPIntroduction to OOPS concept. Get familiar with objects and classes. Deep dive into the concept of constructor and destructor, inheritance, abstraction, encapsulation, and polymorphism
Advance Object-oriented programmingIn this chapter you will be introduced to advanced concepts of OOPS like function overloading and overriding, access modifier, static members, virtual function, and much more
The curriculum has been designed by faculty from IITs, IBM and Expert Industry Professionals.
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