Machine Learning & Tensorflow - Google Cloud Approach
What you'll learn
- Learn about basics of Machine Learning and How it could be implemented on Google Cloud
- Basic Mathematics Knowledge
- Knowledge in using computers
Interested in the field of Machine Learning? Then this course is for you!
This course has been designed by experts so that we can share our knowledge and help you learn complex theory, algorithms and coding libraries in a simple way.
We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative field of ML.
This course is fun and exciting, but at the same time we dive deep into Machine Learning.
we will be covering the following topics in a well crafted way:
Tensors and TensorFlow on the Cloud - what neural networks, Machine learning and deep learning really are, how neurons work and how neural networks are trained.
- Datalab, Linear regressions, placeholders, variables, image processing, MNIST, K- Nearest Neighbors, gradient descent, softmax and more
Moreover, the course is packed with practical exercises which are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models.
Module 1- Introduction
Gcloud Introduction Labs
Module 2 - Hands on GCP
Module 3-Machine Learning & Tensorflow
Introduction to Machine Learning, Typical usage of Mechine Learning, Types,
The Mechine Learning block diagram, Deep learning & Neural Networks, Labels, Understanding Tenser Flow, Computational Graphs, Tensors, Linear regression , Placeholders & variables,
Image processing in Tensor Flow, Image as tensors, M-NIST – Introduction, K-nearest neighbors Algorithm, L1 distance, Steps in K- nearest neighbour implementation, Neural Networks in Real Time, Learning regression and learning XOR
Module 4 –Regression in Detail
Linear Regression, Gradient descent, Logistic Regression, Logit, Activation function, Softmax, Cost function -Cross entropy, Labs
Module 12-More on Gcloud
Who this course is for:
- Anyone interested in Machine Learning
- Students who have at least high school knowledge in math and who want to start learning Machine Learning.
- Any intermediate level people who know the basics of machine learning, including the classical algorithms like linear regression or logistic regression, but who want to learn more about it and explore all the different fields of Machine Learning.
- Any people who are not that comfortable with coding but who are interested in Machine Learning and want to apply it easily on datasets.
- Anyone willing to learn machine learning on Google cloud platform.
- Any students in college who want to start a career in Data Science.
- Any data analysts who want to level up in Machine Learning.
Found by a team of dynamic young professionals, Notez aims to implant the necessary skills in you, in order to make you excel professionally and personally. You may be a beginner, a curious student, a hobbiest or a working professional looking to upgrade skills, WE have the best content for all.
OUR MISSION STATEMENT
We are a global provider of high-quality, innovative, practical oriented online training. We intend to Enable individuals to achieve competitive advantages through superior enterprise-wide knowledge and skills.
We envision to Improve every individual's technical performance by helping them acquire the needed skills in the most simplified manner.
You should go ahead and pick our courses without a second thought! We are unique, dynamic and interactive. Read out the listed points to know what differentiates us from the mass!
1. We are not mere trainers who learn things just for the sake of teaching! We are a bunch of working, well experienced Professionals with a zeal to train the aspirants.
2. This will be a Flexible course. It's your schedule and your environment. Everything at your convenience.
3. We offer even the most advanced of the courses at a pretty much affordable price. As low as affordable by any.
4. Why just learn once? How about having the course in your shelf for a lifetime? Purchase once and have a lifetime access to the course.
5. Your Career advancement is our success.
What's stopping you now? Enroll today. I will see you on the other side of our course.