The Python training here at Covalent is completely job cantered. I’m very much satisfied for having enrolled for their training.
Core Python
Setting up and running Python
Python Implementations – CPython, Iron
Python, Jython, pypy
Distributions – python.org, anaconda python,
pypy
Shells and IDEs – python, Ipython, Jupyter,
Eclipse, Pycharm
Python 2 vs 3
Hello World!’
No braces only indentation
Interpretationand.pyc, .pyo files
Types and conversion functions
Int()
float ()
bool()
str()
id ()
type ()
None
sys. getsizeof ()
Operators
arithmetic
relational
logical
assignment
bitwise
membership
identity operators
Control Structures
Conditionals
If
If-else
If-elif
Looping statements
while
for
range ()andxrange ()
Break and Continue
Example Problems
Container Types
tuple
Strings
Array or List in Python
List slicing techniques
Collections
▪ set ()
▪ dict ()
▪ Defaultdict()
▪ OrderedDict ()
Counter ()
heapq ()
deque ()
Exercise Problems
Functions
Positional arguments
Variable Arguments
Keyword arguments
Default Arguments
Call-by-object-reference (call-by-reference
and call-by-value)
passkeyword
Built-in methods
Iterators and Generators
range () and xrange () re-visited
next ()vs.next ()
yield and Custom Generators
custom iterators __iter__, __next__
Generator expressions
Miscellaneous
zip()
enumerate()
Unpacking in python 3
Copy(), deepcopy()
Modules and Namespaces
import statement
if __name__ == '__main__’
python files
Package vs Folder
__init__.pyand __all__
locals ()and globals ()
File Handling
Files and directories
Text files
Binary files
Encoding – UTF-8 & ASCII
Byte order (big-endian, little-endian)
Text file processing
Pickling - Binary file handling
Advanced Python
Functional programming
▪ Lambdas
▪ map (), filter () and reduce ()
▪ List comprehension revisited
Object Orientation
▪ Abstraction
▪ Encapsulation
▪ Data binding
▪ Data hiding
Classes and POD
Inheritance
Re-Usability
MRO
Single Inheritance
Multiple Inheritance
Multi-level Inheritance
Hierarchical Inheritance
Hybrid Inheritance
Diamond Problem
PolymorphismI: overloading
Method overloading in python
Operator overloading
Polymorphism II: Overriding
Static Methods
ClassMethods
Self & Cls
Decorators using functions
local functions
passing and returning functions
function decorators
Decorators using Classes
Context managers
Callable objects (functors) __call__
Descriptors and Properties
__get__, __set__, __del__
@property decoration
property function
Exception handling
System Continuity
try –except
finally
else
writing custom exceptions
Useful modules
▪ datetime
▪ time
▪ pytz
▪ sys
▪ os
▪ random
Regular Expressions
▪ match ()
▪ search ()
▪ findall()
▪ Greedy and Non-Greedy Matching
Serialization
▪ pickle module
▪ CSV and EXCEL – csv module
▪ XML parsing – lxml module
▪ JSON Parsing –json and simplejson modules
▪ Universal conversion - odo module
Multi-threading
Concurrency and Parallelism
Multi-processing
Multi-threading
Creating thread
Joining thread
Daemon threads
Cancelling threads
Critical section and locking
deadlock
GIL
Asynchronous Programming
Database connectivity
Connectors – MySQL, SQLite, Mongo
dB&PostgreSQL
Querying and cursors
Cursor unpacking
Logging
Logging setup
Log Levels
Rotating File Logger
Data analysis
Numpy Intro
Arrays, Datatypes
Matrices
Broadcasting
Pandas Intro
series
Data Frames
Merge, Join, Concatenate
Handling missing data
IO Tools, Text, CSV, HDF5, JSON, EXCEL
plotting
Matplotlib Intro
Line plot
Bar charts
Histograms
Scatter Plot
Unit testing(optional)
Writing unit tests
Assertions
nosetests
mocking
coverage
ORM Object relational mapping(optional)
SQLAlchemy
Creating, dropping tables
Updating records
Querying
Networking(optional)
TCP/IP Basics
Socket programming
Simple TCP Client – Server
Simple UDP Client – Server
Emailing
FTP
Web frameworks
▪ Django Intro
▪ Flask Intro
We will provide Live Projects on Python.
Yes
If you miss a class we can provide recording video for particular session and same session you have to attend another batch also
Yes
Yes we are giving course completion certificate from Covalent Technologies
Doubts clarification up to getting a job
Resume preparation
Malk interviews
Placement Assistance
The Python training here at Covalent is completely job cantered. I’m very much satisfied for having enrolled for their training.
The Trainer who teaches Python has immense knowledge over the subject and the training is friendly you can clarify your doubts in the classroom itself, it's a complete hands on training given by the trainer which helped me to learn the course more effectively as easily.
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