Training Details | India Time | COST | |
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Deep Dive ThingWorx TrainingEnd to End IoT Technology and ThingWorx Training | Coming Soon |
Contact us corporate@instaivy.com |
Training Details | India Time | COST | |
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Data Science with Python | Coming Soon |
Contact us corporate@instaivy.com |
Working on Excel like data with Pandas:
Pandas Foundation
Pandas advanced indexing and slicing
Importing and saving csv/excel data in Python
Visual Analysis with Matplotlib and Seaborn:
Exploratory Data Analysis (EDA)
Simple & Multiline plots
Customising plots
Saving graphs
Box plot, Violin plot, Swarm plot
Count plot, Heatmaps
Data Structures: Lists, Sets, Dictionaries, Tuples
Comparison operators in Python
Conditional Statements – If, Else, Elif
Loops – While and For loops
List Comprehensions
Built in Functions
User defined functions
Advanced Pandas tools for Data Wrangling and Data Analysis
Groupby – tool for advanced analysis
Multi Index
Concatenating Data frames
Merging Data frames
Pivot and Pivot table
Data preparation for Machine Learning:
Missing values
Categorical data handling
Data transformation
Introduction to Feature Engineering
K-Nearest Neighbours
Decision Trees
Concept of Gini and Entropy
Ensemble Models - Random Forest
Classification Metrics
Cross-Validation Hyper-parameter tuning
Concept of Boosting and Bagging
Introduction to Machine Learning
Types of Machine Learning
Introduction to Supervised Machine Learning - Regression
Understanding Linear Regression
Understanding Gradient Descent
Implementing Linear Regression in Sci-kit Learn
Overfitting and Underfitting
Regularised Regression
Introduction to Supervised Machine Learning - Classification
Logistic Regression
Training Details | India Time | COST | |
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IoT Deep Dive TrainingEnd to End IoT Technology and Concepts | Coming Soon |
Contact us corporate@instaivy.com |
Training Details | India Time | COST | |
---|---|---|---|
IoT Expert Training3 Day IoT Deep Dive+2 Day Hands on (Includes Instaivy IoT Hardware Kit) | Coming Soon |
Contact us corporate@instaivy.com | |
S.No | Kit | Components / Specs |
---|---|---|
1 | Development Board | Raspberry Pi Zero,Power Adaptor,USB Cable |
2 | Instaivy Custom Sensors Board | PIR-Motion Sensor, Reed Switch-Door Sensor, DHT11-Temperature and Humidity Sensor, Power Sensor and Light Sensor |
3 | Communication | Wi-Fi module in-built on Raspberry Pi |
4 | Tutorials and OSMOSIS platform access |
|
5 | Shipping and Handling | We will ship the hardware to you and We will send you the soft-copy of the above material once you enroll for the hands-on session. |
Learning Management System (LMS) Curriculum Administration, Project Management, Indianapolis, Indiana Area LinkedIn Profile
Review: I did my due diligence and comparisons before signing up for the class. I am extremely pleased with the depth and breadth of the content covered. The information is clearly documented. I especially appreciated learning how to connect with other leaders in this industry. I will continued to benefit as I pursue those contacts. I highly recommend the full training including the hands-on training for those who are technical and/or entrepreneurial.
During the hands-on, you will gain valuable insights into the power of the technology. The class satisfied all of my learning IoT objectives. I am ready for the next - steps.
General Manager, Cloud Business Solutions,
Strategic Technologies Group, Mindtree, Bengaluru Area, India LinkedIn Profile
Review: It was an excellent experience. Specially the Hands on part was great as it helped me consolidate all the threads in IOT..
Excellent course content and presentation by Pyush and Manish. Now I have clear understanding about end-to-end IoT implementation and easily able to visualise various use-cases.I strongly recommend this training session to anyone who is looking for end-to-end IoT understanding."
Senior .Net Developer at Virgo Publishings, Phoenix, Arizona Area LinkedIn Profile
Review: Yes it was a great boot camp! Thank you. Actually, I have a much better understanding now as to how to approach my solution. I look forward to your next upcoming classes.
Review: The most important feature of this training is that this will provide you with an impetus to dive into the exciting world of IoT. No training will ever be sufficient to make you an expert in this vast field but without this training you will always be wondering from the sidelines.