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Python & ML Online Course

Duration

45 Hours including Practical

Eligibility

Undergraduates, Graduates
Post-Graduates
Job Aspirants

Pre-requisites

Basic Computers

Detailed Contents Of Python & ML Online Course

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.

 

Targeted International Certifications After Python & ML Online Course

Microsoft Technology Associate  (MTA) Certifications are accepted globally and will help anyone to standout from the crowd. Every student completing this course from Samyak is entitled for MTA certification by default.

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.

PLACEMENT OF SAMYAKites

8678 SAMYAKites making waves in the industry.

What Our Students Say

Classes are interactive, Was given proper attention on personal basis. Classes are properly structured and well planned. I got to work on my mistakes and felt the difference I was expecting to see when I joined the classes. My course was on personality development, Some interviews were taken which helped in boosting my confidence. Also as a part of course I was trained to be more competent with my communication skills.
Jai S.
Jai S.
Samyak classes have good experienced teachers and i personally felt that the classes have overall good environment and surroundings. all the faculties are good in nature and they have good knowledge about their subjects.
Ronish T.
Ronish T.
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.
Faculty was good, staff behavior was also good. course was completed on time. ....The punctuality of staff is good. Samyak is a good institute in Jaipur
Devesh N.
Devesh N.
Samyak is one of the best institute to start learning Tally +GST, very well planned structure and step by step process with detailed explanation of each and every topic by sir and assistance is provided in lab as well for practice purpose and guidance of instructor in project work is amazing and above all the institute is known for it's discipline and good conduct...
Gopal Rulebreaker S.
Gopal Rulebreaker S.
i joined Samyak for Tally course .. My Faculty was good, staff behavior was also good. course was completed on time. practical practice was also helpful.......The punctuality of staff is good. Samyak is a good institute in Jaipur specially the way is teaching and explaining about the subject we are doing and the teacher is also well experienced here so the way of teaching is good.
tinku G.
tinku G.
Hi I am Aswini kumar .I am taking calass RS-CIT from Samyak Computer classes . i am very happy to join Samyak coz i like to way of teaching. and the atmosphere is very nice. so i recommend to every student to join Samyak Computer Classes....Thank Samyak......
Aswini K.
Aswini K.
I`m Komal Verma. Few months before i want to join class for EXCEL and RS-CIT course. My friends told about Samyak IT Solution Pvt. Ltd.Great place to enhance skills for technical as I have learnt so much from here. I recommend Samyak classes for all field students. Samyak Atmosphere & faculty interact is very good.
Komal V.
Komal V.
Great experience with samayak team. the samayak faculty is also very nice i learnt many more things from them. I m thankful to samayak team for giving me knowledge about ccc
Paras V.
Paras V.
Best Place to work ; I enjoying work with samyak.

Good Environment & Peace of mind working.

I Like Samyak.
Monu K.
Monu K.
hello dear this is Ishika student of samyak,, When you fall short of your goals and dreams ask yourself is it your mindset, perspective, expectations,
effort, approach, acceptance, company or a blend of these that needs to change.”
then that time u should join samyak
Shagufta K.
Shagufta K.
Faculty was good, staff behaviour was also good. course was completed on time. practical practice was also helpful.......
Pankaj C.
Pankaj C.
I am taking the classes of o level from Samyak Computer classes..Teachers are good and experienced.. Proper guidelines are provided..It is the best coaching Insititute..
Thank you Samyak..
Vikash O.
Vikash O.
I have join Hardware Networking course form SAMYAK. In this course faculties provide us education on networking, hardware development which is in today's life where necessary for everyone. Their faculties motivate us for our aim and give a good level to develop ourselves. Increase our self confidence and remove our hesitation. There faculties are too good. Best institute in India....Thank You Samyak Computer Classes.
Shreya B.
Shreya B.
There teachers is so good everything is good.i feel good here..all staff is so nice..
Thankq Samyak
Anju Y.
Anju Y.
it was very good experience when i came here my level was 0 after 3 months i increased my level bcoz of mam's hard work.& Her energy was very good bcoz of that we want to learn daily.
Lokendra D.
Lokendra D.
Samyak computer classes is a best place to join for learn any courses...its a great learning experieence for me.. i really apperciated this when i join samyak i dont know about anything regarding programming nd i join samyak just for complete my college course but now i feel like professional bcz they have great faculty, samyak kota faculties are really good nd professional ....
Shanaya G.
Shanaya G.
I am doing Auto Cad here from 03/10/2017 and now i completed it successfully. the environment of this institute and the staff is supporting and friendly.
Gourav N.
Gourav N.
I have just completed my Digital marketing course from samyak and they have covered the course very nicely with best modern-day techniques and Softwares and trends in this field.
Avneet P.
Avneet P.
Faculty taught me in a very good manner so i could able to easily learn some complicated things also.
magan C.
magan C.

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