Python & TensorFlow : Deep Dive into Machine Learning 2023 : Python & TensorFlow : The Roadmap to Deep Machine Learning Expertise
Contents
What you will learn ?
- Grasp fundamentals of machine learning, deep learning, and their applications
- Set up and navigate TensorFlow, understanding its architecture and APIs
- Master supervised learning algorithms such as linear regression, SVMs, and decision trees
- Dive into unsupervised techniques including clustering and PCA
- Understand and construct neural networks, including CNNs and RNNs, using TensorFlow
- Evaluate and optimize ML models, addressing overfitting and mastering hyperparameter tuning
- Deploy TensorFlow models in production environments
- Apply skills in a hands-on image classification project
- Transition from Python basics to advanced ML & TensorFlow applications
Python & TensorFlow Course 2023 Includes
- 3 hours on-demand video
- Access on mobile and TV
- Full lifetime access
- Certificate of completion
Requirements
- Basic Python Knowledge: Familiarity with Python’s syntax and basic programming constructs
- Foundational Math Skills: Understanding of algebra, and a basic grasp of calculus and statistics would be beneficial, especially for grasping underlying algorithms
- Computer with Internet Access: To download required software, access course materials, and run Python and TensorFlow
- Enthusiasm for Machine Learning: A keen interest to delve into the intricacies of ML and DL
- Python Environment Setup: Having an environment like Jupyter Notebook or any IDE suitable for Python (e.g., PyCharm) could be advantageous
- Basic Understanding of Data Structures: Familiarity with lists, arrays, matrices, etc., given the data-centric nature of the course
- Logical & Analytical Thinking: Ability to approach problems methodically and think critically
- Willingness to Experiment: Given the hands-on nature of ML and TensorFlow projects, being open to trying things out and learning from mistakes is crucial
Who this course is for :
- Beginners in Data Science and AI: Individuals looking to kick-start their journey in machine learning and deep learning
- Python Developers: Programmers familiar with Python seeking to expand their skill set into AI and TensorFlow applications
- Data Analysts and Statisticians: Professionals looking to transition or incorporate machine learning techniques into their analysis workflows
- Tech Enthusiasts: Those curious about the latest trends in AI and wanting to get hands-on with TensorFlow and Python
- Students: Undergraduates or postgraduates studying computer science, data science, or a related field and wanting a comprehensive and practical overview
- Career Changers: Professionals from other fields wanting to pivot into data science or AI roles
- Researchers: Individuals in scientific or academic roles looking to understand or employ ML techniques in their work
- Business Professionals: Managers or decision-makers wanting to understand the capabilities and limitations of machine learning and how it can impact their business
- Freelancers: Developers or consultants looking to expand their service offerings by mastering machine learning tools and frameworks
Price & Validity
Actual Price : Rs.799/-
After 100% Discount : Rs.0/-
Valid for First 1000 Users or till the last date. Hurry up before it closes
Also Check : Scholarships for Degree (UG) Students 2023-24
Note : Udemy Courses listed here are offered FREE only for first 1000 users or are limited by a date. If the 1000 users limit or last date is completed, the course becomes paid.