This Machine Learning training will be hands – on Instructor Led Online Training
Course Objective has been set as per HP CoC certification requirements.
Course Module :
- Introduction to Python
- Basics of python programming
- Introduction to Data Science
- Environment Setup
- Jupyter Overview
- Python All Basics
- Python for Data Analysis – Numpy
- Python for Data Analysis – Pandas
- Examples of Pandas
- Python for Data Visualization – Matplotlib
- Python for Data Visualization – Seaborn
- Python for Data Visualization – Pandas Built-in Data Visualization
- Python for Data Visualization – Plotly and Cufflinks
- Python for Data Visualization – Geographical Plotting
- Data Capstone Project
- A quick refresh on basic intermediate maths:
- Linear Algebra (Vectors, Matrix, Eigen Values)
- Probability and Statistics
- Hypothesis testing
- Introduction to Machine Learning
- Linear Regression
- Cross Validation and Bias-Variance Trade off
- Logistic Regression
- K Nearest Neighbours
- Decisions Trees and Random Forests
- Support Vector Machines
- K means Clustering
- Principal Component Analysis
- Recommender systems
- Natural Language Processing
- Machine learning Gladiator
- Play Money Ball
- Predict Stock prices
This is a Hands-on Training program on Machine & Deep Learning. The training program includes learning sessions with the help of hands-on sessions. The content will be covered as per the time no of days.
Course Delivery [ Live Instructor Led Online Sessions]
Course Duration : One Month
Starts from August 29th with Classes on Every Saturday and Sunday
Expected Duration : 2-3 Hours Each Day.
Course Fee ( What does it include ? )
Online Course Delivery + Study Material
- Certification of Excellence from Robotech Labs Private Limited.
- HP CoC Certificate on clearing the assessment.[Optional and can be done separately]
Other Details :
- The Examination Voucher expires 12 month(s) from when it is issued.
- Vouchers or licenses are not valid if altered or revised in any way and cannot be redeemed for cash or credit.
- Certification is issued on exam clearance by HP CoC.
- The voucher must be used by the registered candidate.