Data Science Course will help you start your career as a Data Scientist and become an CBA-certified data scientist. Learn all about the course , tools, and operations for data science certification and meet the fatten demand for these skills in the industry. The data science training will push your career as it covers relevant topics to work in real-time scenarios for professionals. The data science coaching program will help you built in a structured way to gain in-depth understanding.
Key Features :
• 100% job oriented
• Practical Assignments
• Dedicated Mentor
• One to one sessions
• Learn about mathematics and statics involved in it
• Take a hand-on experience to work In python, power bi, Tableau and many more
Python is a easy to learn preferred by beginners language developed by Guido Van Rossum. Python is most trending for its easy syntax and understandable code, if you are just beginning your programming career Python is best for you With Python you can do every single thing from GUI development, Web application, Data Analysis, Visualization and list goes on.
Learn to use Python in a interactive way, learning both Python 2 and Python 3!
Learn advanced Python features, like the collections module and how to work with modules!
Understand complex topics in detail description.
Understand how to use both idle’s the Jupiter Notebook and create .py files
Build a complete understanding of Python from Scratch!
Syllabus to be covered :
Step 1: Setting up your machine
Now you have made up your mind, it is time to set up your machine to learn python. The easiest way to begin is to just download Anaconda . It comes with a lot of packaged with most of the things you will need ever. or you can just simple install VS Code which is a free idle from Microsoft and is proffered by the beginners.
Step 2: Learn the Python language
You should start by understanding the basics of the python language, libraries and data structure. The course by CBA Infotech on Python is one of the best places to start your journey. This course focuses on how to begins with Python for data science and by the end this course you should be familiar with the basic concepts of the language. That are required to move towards the data science.
Assignment: Depending upon the course their will be weekly assignments, daily task.
Step 3: Learn Common Expressions in Python
You will need to use them a lot for data cleansing, especially if you are working on text data or excel data. The best way to learn Common expressions is to go through the class and keep this cheat sheet handy.
Assignment: Depending upon the course their will be weekly assignments, daily task.
Step 4: Learn Scientific libraries in Python – NumPy, Matplotlib and Pandas
This is where fun begins! where the real concept of data science are started . Here is a introduction to various libraries. Let’s start practicing some common operations.
Practice the NumPy , especially NumPy arrays. This will form a good foundation for things to come in future.
then , let us look at Pandas. Pandas provide Data Frame functionality for Python language . This is also where you should spend Extra time practicing for real Questions. Pandas would become the most effective tool for all size of data analysis. We will Start with a short introduction, to pandas. Then move on to a more detailed tutorial on pandas and practice questions.
Step5: Learn Machine Learning
Now, we come to the meat of this entire final process. Matplotlib is the most useful library on python for machine learning. Here is a brief overview of the python library. Firstly You will go through an overview of what is machine learning, administer
learning algorithms like regressions, decision trees, ensemble modeling and non-supervised learning algorithms like clustering which will be helpful In solving algorithm. Follow Complete lectures with the assignments from those lectures.
You should also register out the ‘Introduction to Data Science‘ course to give yourself a big boost in yourself to land a data scientist role.
Step 6 : Practice, practice and more Practice of question
Congratulations, you Achieved it!
You now have all what you need in technical skills to be a data scientist . It is a matter of practice and what better place to practice than CBA Infotech Gurdaspur .
Step 7 : Start learn Deep Learning
Now that you have learnt most of machine learning techniques and concepts , it is time to give Deep Learning a shot. There is a good chance that you already know what is Deep Learning, concepts of deep learning, but if you still need a brief intro, here it is You can have this course at cba infotech gurdaspur.
MODULE 1: INTRODUCTION TO PYTHON
- What is Python and history of Python?
- Unique features of Python
- Python-2 and Python-3 differences
- Install Python and Environment Setup
- First Python Program
- Python Identifiers, Keywords and Indentation
- Comments and document interlude in Python
- Command line arguments
- Getting User Input
- Python Data Types
- What are variables?
- Python Core objects and Functions
- Number and Maths
- Week 1 Assignments
MODULE 2: LIST, RANGES & TUPLES IN PYTHON
- Introduction
- Lists in Python
- More About Lists
- Understanding Iterators
- Generators, Comprehensions and Lambda Expressions
- Introduction
- Generators and Yield
- Next and Ranges
- Understanding and using Ranges
- More About Ranges
- Ordered Sets with tuples
MODULE 3: PYTHON DICTIONARIES AND SETS
- Introduction to the section
- Python Dictionaries
- More on Dictionaries
- Sets
- Python Sets Examples
MODULE 4: INPUT AND OUTPUT IN PYTHON
- Reading and writing text files
- writing Text Files
- Appending to Files and Challenge
- Writing Binary Files Manually
- Using Pickle to Write Binary Files
MODULE 5: PYTHON BUILT IN FUNCTION
- Python user defined functions
- Python packages functions
- Defining and calling Function
- The anonymous Functions
- Loops and statement in Python
- Python Modules & Packages
MODULE 6: PYTHON OBJECT ORIENTED
- Overview of OOP
- Creating Classes and Objects
- Accessing attributes
- Built-In Class Attributes
- Destroying Objects
- Pillars of OOPS
- Inheritance
- Encapsulation
- Polymorphism
- Abstraction
MODULE 7: PYTHON EXCEPTIONS HANDLING
- What is Exception?
- Handling an exception
- try….except…else
- try-finally clause
- Argument of an Exception
- Python Standard Exceptions
- Raising an exceptions
- User-Defined Exceptions
MODULE 8: PYTHON REGULAR EXPRESSIONS
- What are regular expressions?
- The match Function
- The search Function
- Matching vs searching
- Search and Replace
MODULE 9 : ADVANCE FUNCTION
- Lambda function
- Syntax of lambda
- function
- Execution of lambda
- function
- Filter function -how it work with normal & lambda function
- Map function
- Reduce function
MODULE 10: USING DATABASES IN PYTHON
- Python MySQL Database Access
- Install the MySQL dB and other Packages
- Create Database Connection
- CREATE, INSERT, READ, UPDATE and DELETE operation
- DML and DDL Operation with Databases
- Performing Transactions
- Handling Database Errors
Vipin
Python Trainig in Gurdaspur
I completed my Python Training from CBA Infotech. They have a expert trainer who assist us the difficult concepts in very easy manner.good place for learning. Overall nice experience.
Sneha
Best Python Trainig Centre in Gurdaspur
I finished my training in Python and gained a Iot knowledge under the guidance of experts. Really nice and updated course module. I will suggest you to look at it once.
Suraj
Python Trainig in Gurdaspur
Hey I am Suraj, I completed my python summer training in this institute.I learnt a lot of things from here. I want to again join this institute,it is a good place for learning, good environment, good staff.
Drishti Grover
Best Institute in Gurdaspur
This is the best company with good and cooperative staff specially sandeep sir who guided very well and has the good quality of leadership and I think one can experience a lot from this company and explore new things !!