- Downloading and Setting up Python and PyCharm IDE
- Python For Absolute Beginners : Setting up the Environment : Anaconda
Beginner
Online
₹ 1,920
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
|
Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
certificate availability
certificate providing authority
The syllabus
Setting up Python
Python Theory
- Python For Absolute Beginners - Variables - Part 1
- Python For Absolute Beginners - Variables - Part 2
- Python For Absolute Beginners - Variables - Part 3
- Python For Absolute Beginners - Lists
- Python For Absolute Beginners - Lists Part 2
- Python For Absolute Beginners - Lists Part 3
- Python - Conditions - if, if-else and elif Part 1
- Python - Conditions - if, if-else and elif Part 2
- Python - Relational Operators Boolean operators -
- Python For beginners - Loops #Iteration
- Python Programming Tutorial : Loops part 1 #Guess the number program
- Python Programming Tutorial : Loops part 2 #Getting a random number
- Python Programming Tutorial : Loops part 1 #Guess the number program #Modified
- Python program to Find the Class Average
- Python : Functions : Demonstration
- Pass by reference vs value
- Python Function - Arguments (Required, Keyword, Default)
- Python: For Loops #Iteration # Repetition
- Python File Handling - Part 1
Software Design
- Software Design - Problem Solving
- Software Design - Flowcharts - Sequence
- Software Design - Repetition
- Flowcharts Questions and Answers # Problem Solving
Python Tutorials
- Tutorial 1 - Introduction
- Tutorial 2 - Built-In Functions
- Tutorial 3 - if conditions
- Tutorial 4 - while loops
- Tutorial 5 - for loops and exceptions
- Tutorial 6 - for loop challenge questions
- Tutorial 7 - Guess the Word Game
- Tutorial 8 - Functions (Dragon Kingdom Game)
Setting up the Environment for Machine Learning
- Downloading and Setting up Anaconda for Machine Learning
Understanding Data With Statistics & Data Pre-processing
- Understanding Data with Statistics: Reading data from file
- Understanding Data with Statistics: Checking dimensions of Data
- Understanding Data with Statistics: Statistical Summary of Data
- Understanding Data with Statistics: Correlation between attributes
- Data Pre-processing - Scaling with a demonstration in python
- Data Pre-processing - Normalization , Binarization , Standardization in Python
- Feature Selection Techniques : Univariate Selection
Data Visualization with Python
- Data preparation and Bar Chart
- Data Visualization with Python Histogram , Pie Chart, etc..
Artificial Neural Networks [Comprehensive Sessions]
- Introduction to Artificial Neural Networks
- Creating the First ANN from Scratch with Python
- Multiple Input Neuron
- Creating a simple layer of neurons, with 4 inputs. # Python # From scratch
- ANN - Illustrative Example
- KERAS Tutorial - Developing an Artificial Neural Network in Python -Step by Step
- Deep Learning -Handwritten Digits Recognition [Step by Step] [Complete Project]
Naive Bayes Classifier with Python [Lecture & Demo]
- Lecture & Demo: Naive bayes classifier
Linear regression
- Linear regression
- Univariate Linear Regression Demo [Hands-on] Part 1- Linear Regression
- Univariate Linear Regression Demo [Hands-on] Part 2- Linear Regression
- Multivariate Linear Regression Demo [Hands-on] Linear Regression
Logistic regression
- Logistic regression
Introduction to clustering [K - Means Clustering ]
- What is clustering in Machine Learning
- K - Means Clustering
- [hands-on] K - Means clustering with python step by step implementation
- K-Means clustering - Code walkthrough with Theory & Practical
Extra Reading
- Neural Network Optimization
- Popular resources from Top Universities of the world
- Machine Learning - Source codes
Articles
Popular Articles
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