Machine Learning with Python Training

BY
Mindmajix Technologies

Become a Certified Machine Learning with Python Professional through the Mindmajix-provided training.

Mode

Online

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
Frequency of Classes Weekdays, Weekends

Course overview

Machine Learning with Python Training Course helps the students to go through the major concepts of Machine Learning using Python and make a thorough understanding of Supervised and Unsupervised Learning. The curriculum will cover the various topics related to machine learning such as clustering, regression, classification, and distinct aspects of python including Matplotlib, Numpy, Scikit, and many more. 

The candidates who want to attend the Machine Learning with Python Training online course must have a basic understanding of Statistics, Mathematics, Python programming, and data analysis. Mindmajix provides the learners with the opportunity to join the programme via three methods of enrolment, namely, corporate training, the self-paced mode, and the virtual live programme led by instructors. 

Machine Learning with Python Training certification, administered by Mindmajix Technologies, will coach the candidates on multiple strands connected to Machine Learning with Python, like Data Structure, Pandas, Seaborn, Python for Data Visualization, Python for Data Analysis, and much more. 

The highlights

  • 100%  online course
  • Offered by Mindmajix
  • FREE Demo on Request
  • Flexible Schedule
  • Online Live and Self-paced Training Options
  • 24/7 Lifetime Support
  • Life-Time Self-Paced Videos Access
  • One-on-One Doubt Clearing
  • Certification Oriented Curriculum

Program offerings

  • One-on-one doubt clearing sessions
  • Certification oriented curriculum
  • Real-time project use cases
  • 24 hours of labs
  • Free demo on request
  • 24/7 lifetime support
  • 30 hours of sessions
  • Online live and self-paced training options

Course and certificate fees

certificate availability

Yes

certificate providing authority

Mindmajix Technologies

What you will learn

Machine learning Knowledge of python Knowledge of numpy

Through the Machine Learning with Python Training online certification, the students will learn logistic regression, Decision trees, Descriptive statistics, advanced aspects of supervised learning, fundamentals of python, and whatnot. Plus, the learners will explore data grouping, scientific analysis using Pandas, and opting for accurate data models. 

The syllabus

Introduction to Python

  • Environment Setup
  • Python Variable
  • Python Operator
  • Python Decision
  • Control Statement
  • Python Function & Module
  • Python Strings
  • Python File handling
  • Data Structure
    • List
    • Tuple
    • Dictionary

Python Library for Machine Learning

  • Introduction
  • Getting Started with Anaconda and Jupyter
  • Python for Data Analysis  - Numpy
  • Python for Data Analysis - Pandas
  • Python for Data Visualization - Matplotlib
  • Python for Data Visualization - Seaborn
  • Train Your Machine - Scikit-Learn

Supervised Learning 1

  • Linear Regression
  • Logistic Regression
  • Gradient Descent
  • Cost and Loss
  • Bias and Variance
  • Data Prepossessing : Label Encoder , Standard Scalar

Supervised Learning 2

  • k-Nearest Neighbors (AI Concept and Implementation )
  • Support Vector Machine (AI Concept and Implementation)
  • Decision Tree (AI Concept and Implementation )
  • Random Forest (AI Concept and Implementation )
  • Cross Validation
  • Hyper Parameter Tuning
  • Over Fitting and Under-fitting

Unsupervised Learning

  • K-MEAN Clustering (AI Concept and Implementation)

Instructors

Mr Abhishek
Instructor
Mindmajix Technologies

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