5.0 Upto 3 Month
English / हिंदी में सीखें

Python with ML

This course is for you whether you want to advance your Data Science career or get started in Machine Learning and Deep Learning.

Rs.21500 39% off Rs.35500

Free Coding Demo Class Complimentary class with Certificate

Duration

Python with ML is upto 3 Month Course

Instructor Led

Interact with real trainers to clear your doubts

Real Life Assignment

Learn-by-doing model for real-life problem-solving skills

Expert Faculties

Get trained by industry experts for in-depth learning experience

Certification

Get Digital and Physical course completion certificate

SYLLABUS Python with ML

Machine learning with Python Basics 4 Topics

  • What is machine learning?

  • Need for machine learning

  • Machine learning Model

  • Applications of machine learning

  • An Introduction to Python

  • Strength and weakness of python

  • Jupyter Notebook

  • Types of cells in Jupyter Notebook

  • Different types of Methods

  • Tasks suited for machine learning

  • Consideration while loading CSV data

  • Methods to load CSV Data File

  • Load CSV with Numpy

  • Load CSV with Pandas

  • Introduction

  • Looking at Raw Data

  • Checking Dimension of Data

  • Getting each attribute Data Type

  • Statistical summary of Data

  • Introduction

  • Understanding attributes

  • Density Plots

  • Box and whisker plot

  • Correlation matrix plot

  • Scatter matrix plot

  • Introduction

  • Why data Pre+Processing Techniques

  • Normalization

  • Types of Normalization

  • Binarization

  • Standardization

  • Data Labeling

  • Introduction to Regression

  • Line representation

  • Implementation in Python- importing Libraries and datasets

  • Distribution of Data

  • Understanding Multiple linear regression

  • Exploring the Dataset

  • Encoding Categorical data

  • Predicting the test set result

  • Example of KNN

  • KNN using Python

  • Splitting data into train and test sets

  • Deaturing scaling

  • Importing the KNN classifier

  • Naive Bayes

  • SVM

  • Decision Tree

  • Random Forest

  • Introduction to Clustering

  • K-means clustering algorithm

  • Elbow method

  • Hierarchical clustering

  • Importing the dataset

  • Visualization of dataset

  • PCA

What you'll learn Python with ML

  • Master Machine Learning on Python
  • Make Powerful Analysis
  • Make accurate predictions
  • Make robust Machine Learning models
  • Use Machine Learning for personal purpose
  • Build an army of powerful Machine Learning models and know how to combine them to solve any problem
  • Classify data using K-Means clustering, Support Vector Machines (SVM), KNN, Decision Trees, Naive Bayes, and PCA
  • Clean your input data to remove outliers

Get Free Participation Certificate

Take a demo class & get the FREE Certificate

About Python with ML Course in

This course is for you whether you want to advance your Data Science career or get started in Machine Learning and Deep Learning.  You will then dive into classification techniques using different classification algorithms, namely K-Nearest Neighbors (KNN), decision trees, and Logistic Regression. You’ll also learn about the importance and different types of clustering such as k-means, hierarchical clustering, and DBSCAN. 

With all the many concepts you will learn, a big emphasis will be placed on hands-on learning. You will work with Python libraries like SciPy and scikit-learn and apply your knowledge through labs. In the final project you will demonstrate your skills by building, evaluating and comparing several Machine Learning models using different algorithms.  


Exam & Certification Python with ML

An online verifiable certificate of completion will be issued based on your performance from ISPL Academy. Student would go through an online examination after completion of the course to evaluate the skills gathered during the course.

Competition is tough when applying for a job, having a proof of successful completion of the course is an effective way to stand out and succeed. Your certificate will give the trust to the employers that you are dedicated and have required skills to become a suitable employee for them.

ISPL Academy Certificate Sample

Frequently Asked Questions

Python for ML is a short term course of 3 months.

The course fee of Python for ML is Rs.18000/-

Yes, you can pay your fee in easy monthly installments.

ISPL Academy is located at Shanti Vihar, GMS Road, Dehradun, Uttarakhand INDIA and at Tilak Road, Dehradun.

Bulk Training for Corporates, Government and Institutions

Classroom Learning

GMS Road Dehradun 99974-11884

Tilak RoadDehradun 99974-11885

Start your own centre Become a Partner