This Machine Learning training will be hands – on instructor led online training with HP CoC Certification.
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
Neural Nets and Deep Learning Concepts
- 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.
- HP CoC Certificate on clearing the assessment.
- Certification of Excellence from Robotech Labs Private Limited.
Course Delivery [ Live Instructor Led Online Sessions]
- Batch 1 : May 20 – June 5th
- Batch 2 : 1- 15 June
- Batch 2 : 16 – 30 June
Expected Duration : 3 -4 Hours Each Day.
Course Fee ( What does it include ? )
Online Course Delivery + Study Material + HP CoC Certification Exam Voucher
*A Project week ( including Two weeks of Project Work from Home ) can be added extra. The total internship period will be Four weeks in this case.
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.