Live Online Style Video +Live Instructor + Official Course-Book + Hands-on Labs

Machine Learning with Python

Includes:

  1. 6 months access to videos.
  2. Access via Laptop, Tab, Mobile, and Smart TV.
  3. Certificate of Completion.
  4. Official Course-Book
  5. Hands-on labs
  6. 50+ Tests Questions (Qubits42)

We do not have video for this course. It will take 48 hours to deliver.

You can also purchase an annual plan for USD 999. For one year, all Flexi Videos will be free for you. Buy Annual Plan

Flexi Video

USD 199

Official Course-Book Instructor Hand-outs

USD 0

Hands-On-Labs

USD 59

Total

USD 199

100% Refund for Flexi Video (Course-Book is non-refundable) if user is not satisfied with the Video and seeks refund within 30 days of purchase.

Download Course Contents
Module 1: Introduction to Machine Learning
  • Basics of Machine Learning
  • What and why Machine Learning
  • Applications of Machine Learning
  • Types of Machine Learning
  • Main Challenges of Machine Learning
  • Introduction to Scikit Learn
  • Features of Scikit-Learn
  • CONVENTIONS
  • IMPLEMENTATION STEPS
  • Vectors (2D,3D)
  • Dot Product
  • Hyperplane
  • Square, Rectangle
  • Hypercube
  • Data types and its measures
  • Random Variables,its application with variables
  • Probability-Application with examples
  • Probability distribution with examples
  • Sampling Funnel-why And how
  • WHAT IS STATISTICS
  • BASIC TERMINOLOGIES IN STATISTICS
  • TYPES OF STATISTICS
  • DESCRIPTIVE STATISTICS
  • MEASURE OF CENTRAL TENDENCY ( Mean, median, mode )
  • Measures of dispersion ( Variance,Standard Deviation,Range-its derivation )
  • Measures of Skewness & kurtosis
  • INFERENTIAL STATISTICS
  • Is your data clean?
  • What is Data Pre processing ?
  • Data cleaning techniques
  • Introduction
  • 2D Scatter-plot
  • 3D Scatter-plot
  • Pair plots
  • Univariate, Bivariate and Multivariate
  • Histogram
  • Box-plot
  • Variance, Standard Deviation
  • Median
  • IQR ( InterQuartile Range)
  • Introduction
  • Need for Feature Engineering in Machine Learning
  • Steps in Feature Engineering
  • Feature Engineering Techniques
  • Confusion Matrix
  • ROC Curve
  • Cross Validation in Machine Learning
  • K fold Cross Validation & Grid search
  • Linear Regression - Mathematical Intuition
  • Programming of Linear Regression in Python-scikit learn
  • Difference between regression and classification
  • Various Algorithms in Classification
  • Logistic Regression
  • Unsupervised Learning
  • Types of Unsupervised Learning
  • Applications of Unsupervised Learning
  • Introduction to Clustering Algorithms
  • Types of Clustering Algorithms
  • What is K-Means Clustering?
  • Implementation of K-Means Clustering
  • Improving Models
  • What is Association Rule Mining?
  • Algorithms in Association Rule Mining
  • Implementation of Apriori in Python

Learn more about Koenig. Download Presentation Buy Other Flexi

FAQ's

You will be provided access to LET ( Learning Enhancement Tool), where you will get the links to access all your purchases.
Flexi video for the new version will be provided free of cost.
6 months from the date of delivery.
Yes, you do. Flexi Videos do not include Course-Book or Labs.
Yes, contact us for corporate packages.
Yes, Course-Book and Lab are not included in the annual plan. All Flexi videos are included.
It is only for one user.
Videos can only be streamed and not downloaded.
We do not track the pass rate of Flexi students. However, we trust it will be lower than for Live Online.
Presently, Flexi is only available in English.
Yes, you can pay from this web page.
Yes, the site is secure by utilizing Secure Sockets Layer (SSL) Technology. SSL technology enables the encryption of sensitive information during online transactions. We use the highest assurance SSL/TLS certificate, which ensures that no unauthorized person can get to your sensitive payment data over the web.
We use the best standards in Internet security. Any data retained is not shared with third parties.
It’s a unique subscription plan where customers can avail unlimited Flexi courses within a year.
The subscription plan is valid for 1 year from the date of purchase.
No, this is limited to one user and its non-transferable.

Feedbacks from Clients