Python & ML Online Course

Duration

45 Hours including Practical

Eligibility

Undergraduates, Graduates
Post-Graduates
Job Aspirants

Pre-requisites

Basic Computers

OVERVIEW & PURPOSE

Python is a general-purpose interpreted, interactive, object-oriented, and high-level programming language. Python has been one of the premier, flexible, and powerful open-source language that is easy to learn, easy to use, and has powerful libraries for data manipulation and analysis

OBJECTIVES

  1. To understand the concepts and constructs of Python
  2. To create own Python programs, know the machine learning algorithms in Python and work on a real-time project running on Python
Python Environment Setup and Essentials:

Introduction to Python Language, features, the advantages of Python over other programming languages, Python installation, Windows, Mac & Linux distribution for Anaconda Python, deploying Python IDE, basic Python commands, data types, variables, keywords and more.

Python language Basic Constructs

Built-in data types in Python, tabs and spaces indentation, code comment Pound # character, variables and names, Python built-in data types, Numeric, int, float, complex, list tuple, set dict, containers, text sequence, exceptions, instances,  classes, modules, Str(String), Ellipsis Object, Null Object, Ellipsis, Debug, basic operators, comparison, arithmetic, slicing and slice operator, logical, bitwise, loop and control statements, while, for, if, break, else, continue.

OOP concepts in Python

How to write OOP concepts program in Python, connecting to a database, classes and objects in Python, OOPs paradigm, important concepts in OOP like polymorphism, inheritance, encapsulation, Python functions, return types, and parameters, Lambda expressions, connecting to database and pulling the data.

Database connection

Understanding the Database, need of database, Installing MySQL on windows, showing databases available in MySQL Database Server, creating a Database in MySQl Workbench and showing it, understanding a MySQL Connector, understanding Database connection using Python.

NumPy for mathematical computing

Introduction to arrays and matrices, indexing of array, datatypes, broadcasting of array math, standard deviation, conditional probability, correlation and covariance.

SciPy for scientific computing

Introduction to SciPy and its functions, building on top of NumPy, cluster, linalg, signal, optimize, integrate, subpackages, SciPy with Bayes Theorem.

Matplotlib for data visualization

How to plot graph and chart with Python, various aspects of line, scatter, bar, histogram, 3D, the API of MatPlotLib, subplots.

Pandas for data analysis and machine learning

Introduction to Python dataframes, importing data from JSON, CSV, Excel, SQL database, NumPy array to dataframe, various data operations like selecting, filtering, sorting, viewing, joining, combining, how to handle missing values, time series analysis, linear regression.

Exception Handling

Introduction to Exception Handling, scenarios in Exception Handling with its execution, Arithmetic exception, RAISE of Exception, what is Random List, running a Random list on Jupyter Notebook, Value Error in Exception Handling.

Multi Threading & Race Condition

Introduction to Thread, need of threads, what are thread functions, performing various operations on thread like joining a thread, starting a thread, enumeration in a thread, creating a Multithread, finishing the multithreads. Understanding Race Condition, lock and Synchronization with lock.

Packages and Functions

Intro to modules in Python, need of modules, how to import modules in python, the import statement, locating a module, namespace and scoping, arithmetic operations on Modules using a function, Intro to Search path, Global and local functions, filter functions, Packages, Python Packages, import in packages, various ways of accessing the packages, Decorators, Pointer assignments, and Xldr.

Web scraping with Python

Introduction to web scraping in Python, the various web scraping libraries, beautifulsoup, Scrapy Python packages, installing of beautifulsoup, installing Python parser lxml, creating soup object with input HTML, searching of tree, full or partial parsing, output print, searching the tree.

Samyak IT Solutions Pvt Ltd is an ISO 9001:2008 Certified Company and has international level acceptance for its certifications. Students from Samyak are given preference in placements as they have proper hands on job related knowledge already, that any industry needs these days. Thix Job Oriented Web Designing Course with this certificate will help you excel.

nsdc logo NSDC certification is aimed at improving the employability of individuals and making them more skilled and productive. The certification is available in a wide range of fields, including healthcare, beauty and wellness, retail, hospitality, IT, and many others.

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4.4
Based on 248 reviews
Training experience with SAMYAK was very good. Trainer has well technically sound and good explanation knowledge
Jyoti B.
Jyoti B.
10:43 05 Feb 18
i have done c++ and java and my experience till now is really good . the way sir teaches is also very good
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Vishal S.
10:39 22 Jan 18
I GET WONDERFULL EXPERIENCE HERE AND GETTING THROUGH KNOWLEDGE OF BASIC MICROSOFT BY EXCELLENT FACULTIES.
Manish G.
Manish G.
05:32 23 Jan 18
Thanks for the great experience...I learned a lot...all thanks to our great faculty...Thank you for everything
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Bhanwar Lal S.
12:27 23 Jan 18
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07:03 16 Jan 18
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Sawan C.
09:56 08 Jan 18
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Neetu K.
Neetu K.
09:55 06 Nov 17
Best Faculty,practical base classes by experience faculty,educational environment best according to other institute i`m totally satisfied from SAMYAK. In future I want to do other courses,
Priya Thakur K.
Priya Thakur K.
11:25 16 Jan 18
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Narendra Singh S.
Narendra Singh S.
06:45 29 Oct 17
Samyak is a great place if u want to build ur career in Robotics my friends suggest me Samyak and i m very thankfull to them and feeling very glad that i'll joined Samyak.. because Samyak have one of the most brialliant and professional faculty Faculty of Samyak is not only give me studical knowledge but also they gave a positive enviorment..Overall it's a great experience...
Priyanka S.
Priyanka S.
09:45 19 Sep 18
Hi, My name is Parhlad, I have completed my graduation then i joined Web Designing course in SAMYAK COMPUTER CLASSES. I think its the best institute for learning web designing and faculty is very very good. So if you want to join web designing course, SAMYAK COMPUTER CLASSES is the Best.
Bittu C.
Bittu C.
08:51 22 Jan 18
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Aakanksha Aman S.
Aakanksha Aman S.
09:57 14 Mar 18
Hi, My name is Parhlad, I have completed my graduation then i joined Web Designing course in SAMYAK COMPUTER CLASSES. I think its the best institute for learning web designing and faculty is very very good. So if you want to join web designing course, SAMYAK COMPUTER CLASSES is the Best.
Bittu C.
Bittu C.
08:51 22 Jan 18
Best Institute for RS-CIT . Faculty trained very well to students.
I recommend others to do Course from samyak.
Pooja S.
Pooja S.
10:35 04 Nov 17
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Ajay Ved L.
Ajay Ved L.
08:30 17 Jan 18
Samyak is one of the best institute in Jaipur & have good experienced trainer & properly focus on students
Ankit S.
Ankit S.
07:38 04 Nov 17
hello i m Gorvi singh. i learning basic computer in Samyak pratap nagar branch.i would like to gives thanks to best faculty of Samyak class for giving me proper guidance and give best piratical knowledge towards my course. faculty of samyak institute is very helpful. I learn many concept easily from classes.
I suggest to other for this course.
Gorvi S.
Gorvi S.
07:24 17 Jan 18
Fine Classes , Really Good Experience with samyak . Faculty is Good & Environment is best for studies.
Deepak S.
Deepak S.
10:08 03 Dec 17
Samyak is one of the best institute in Jaipur & have good experienced trainer & properly focus on students. I completed my Chip level in hardware repairing course in samyak classes training was really good. i am satisfied with the training...
Õp B.
Õp B.
06:13 08 Dec 17
I'm Student of Programing Courses at samyak & I Fully satisfied with Course.
Manish Sir Taught me Very well. I learn many concept easily from classes.
I suggest to other for this course.
Deepanshu J.
Deepanshu J.
11:12 09 Nov 17
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