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Python & TensorFlow: Deep Dive into Machine Learning

Python & TensorFlow Deep Dive into Machine Learning
cpdacree aoth ukrlp 24hs fullonline 14days

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Overview

Empower your career journey with our in-demand course: Python & TensorFlow: Deep Dive into Machine Learning

Boost your proficiency and propel your career forward with our meticulously crafted course, designed to be your ultimate guide to professional development. Our super-accessible modules break down complex topics into bite-sized, easy-to-understand lessons, filling your knowledge gaps and equipping you with real-world, practical skills.

Seeking career advancement and application of your skills? You’ve found the right place. This Python & TensorFlow: Deep Dive into Machine Learning is your exclusive passport to unlocking your full potential.

Enroll today and enjoy:

  • 100% online flexibility: Learn at your own pace, from anywhere in the world.
  • Expert support: We're by your side throughout your journey, providing guidance and assistance.
  • Comprehensive curriculum: Dive deep into relevant topics aligned with industry standards.
  • Practical focus: Apply your learnings to real-world scenarios and situations.

This sought-after course is your key to a successful and lucrative career. Don’t miss out on this transformative opportunity. Enroll now and take your professional life to the next level!

Course design

The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.

You are taught through a combination of

  • Video lessons
  • Online study materials

Exam & Retakes

It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable.

Certification

Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery).

Course Curriculum

Introduction to Machine & Deep Learning
What is Machine Learning? 00:03:00
Types of Machine Learning 00:03:00
Applications of Machine Learning 00:03:00
What is Deep Learning? 00:04:00
Basics of TensorFlow & Installation
What is TensorFlow? 00:05:00
Installing and Setting up TensorFlow 00:03:00
TensorFlow Architecture 00:04:00
A refresher on APIs 00:08:00
TensorFlow APls 00:04:00
Machine Learning Part 1: Supervised Learning
What is Supervised Learning? 00:03:00
Linear Regression 00:10:00
Logistic Regression 00:13:00
Decision Trees 00:08:00
Random Forests 00:08:00
Support Vector Machines (SVMs) 00:05:00
Machine Learning Part 2: Unsupervised Learning
What is Unsupervised Learning? 00:09:00
K-Means Clustering 00:06:00
Hierarchical Clustering 00:06:00
Principal Component Analysis (PCA) 00:02:00
Deep Learning Basics with Tensorflow: Neural Networks
What are Neural Networks? 00:04:00
Basic Neural Networks 00:05:00
Convolutional Neural Networks (CNNs) 00:06:00
Recurrent Neural Networks (RNNs) 00:05:00
Building Deep Neural Networks 00:05:00
Model Evaluation & Optimization
Training and Testing Data 00:04:00
Model Evaluation Metrics 00:05:00
Overfitting and Underfitting 00:07:00
Hyperparameter Tuning 00:04:00
TensorFlow for Production
Saving and restoring models 00:04:00
Deploying TensorFlow models 00:04:00
Distributed TensorFlow 00:04:00
TensorBoard for visualization and debugging 00:06:00
Project: Image Classification
ML Project: Image Classification Model 00:05:00
Conclusion
Conclusion 00:05:00
Python & TensorFlow: Deep Dive into Machine Learning
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