Brochure
Join- 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
|
Mode of Delivery
Video and Text Based
|
Course and certificate fees
Fees information
₹ 1,920
certificate availability
Yes
certificate providing authority
Udemy
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
Similar Courses
Courses of your interest
How to Buy Cloud Strategies for Cloud Procurement
Amazon Web Services via Edx
Introduction to NoSQL Databases
IBM via Coursera
Big Data and Language 1
Korea Advanced Institute of Scie... via Coursera
Linux Getting Started
GreyCampus
Data Engineering and Machine Learning using Spark
IBM via Coursera
Understanding Your Google Cloud Costs
Google via Coursera
Developing a Google Site Reliability Engineering C...
Google via Coursera
Deploying SAP on Google Cloud
Google via Coursera
How Google does Machine Learning
Google via Coursera
Innovating with Data and Google Cloud
Google via Coursera
