Advanced Certification in Artificial Intelligence and Machine learning 2024
Master Artificial Intelligence, Machine Learning, Python, Prompt Engineering, ChatGPT and several AI applications
Updated on Mar, 2024
Language - English [Subtitles Added]
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16 Video Courses
2 eBooks
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Certificate
Assessment
Curriculum
Explore the extensive curriculum of carefully crafted video courses.
Introduction to Artificial Intelligence: AI for beginners
10 Lectures | 1 hr 19 min | 2 Preview Lectures
Mastering Python for Data Science & Data Analysis
90 Lectures | 14 hr 8 min | 9 Preview Lectures
Applied Probability / Stats for Computer Science, DS and ML
31 Lectures | 6 hr 30 min | 6 Preview Lectures
Data Manipulation in Python: Master Python, Numpy & Pandas
107 Lectures | 3 hr 46 min | 7 Preview Lectures
Applied Time Series Analysis and Forecasting in Python
10 Lectures | 7 hr 27 min | 2 Preview Lectures
Practical Machine Learning Using Python
91 Lectures | 23 hr 31 min | 5 Preview Lectures
Machine Learning With R: Data-Driven Decision Making
80 Lectures | 8 hr 12 min | 5 Preview Lectures
12 Real-World Case Studies For Machine Learning
101 Lectures | 11 hr 25 min | 4 Preview Lectures
Reinforcement Learning & Deep RL Python(Theory & Projects)
156 Lectures | 14 hr 9 min | 4 Preview Lectures
Deep Learning and Neural Networks Python Keras
87 Lectures | 11 hr 25 min | 6 Preview Lectures
Deep Learning in Practice I: Tensorflow Basics and Datasets
82 Lectures | 4 hr 21 min | 6 Preview Lectures
Machine Learning & Self-Driving Cars: Bootcamp with Python
77 Lectures | 8 hr 8 min | 8 Preview Lectures
Computer Vision in Python for Beginners (Theory & Projects)
323 Lectures | 26 hr 54 min | 5 Preview Lectures
NLP-Natural Language Processing in Python
234 Lectures | 23 hr 37 min | 11 Preview Lectures
ChatGPT Masterclass: Navigating AI and Prompt Engineering
87 Lectures | 5 hr 31 min | 4 Preview Lectures
LlamaIndex: Train ChatGPT (& other LLMs) on Custom Data
38 Lectures | 4 hr 31 min | 7 Preview Lectures
Machine Learning with Python
267 Pages | Author: BPB Publications
- Machine Learning with Python Preview
Artificial Intelligence and Deep Learning for Decision Makers
248 Pages | Author: BPB Publications
- Artificial Intelligence and Deep Learning for Decision Makers Preview
Learning
Outcomes
Make the most of this Certification to learn everything you need in one place.
Get StartedOverview
Advanced certification in artificial intelligence and machine learning is one of the thoughtfully curated advanced certification programs designed by Tutorials Point. Here, you can master technology, put your knowledge to the test, and achieve a graded certificate that determines your expertise.
With the Advanced Certification in AI ML, learners are introduced to all the essential concepts that come under Artificial Intelligence and Machine Learning, and master Python and ChatGPT in correlation.
The project-based curriculum and comprehensive lectures are designed to build core skills in the most in-demand areas of Machine Learning, Deep Learning, Python, Data Science, NLP, Generative AI, etc.
The projects that you will work on and the assessment that you will take at the end of this certification program will help you design a compelling portfolio that establishes your skills and credibility. The program covers the basics, advanced, and highly advanced concepts of AI ML.
Why Study Artificial Intelligence and Machine Learning?
AI is becoming a key player in how businesses operate. With the progress of Machine Learning algorithms, Deep Learning, Natural language Processing, and other related technologies, AI is becoming the most rapidly expanding field in technology.
Let us look into some of the key reasons why you should study Artificial Intelligence and Machine Learning.
AI helps reduce the costs and efforts of tedious tasks. It can also help businesses to improve their efficiency by streamlining their processes and focusing on core business operations.
AI ML is playing a key role in making sense of large volumes of data. Using Machine Learning algorithms and Neural Networks, businesses identify patterns and correlations in data and draw valuable insights.
Learning AI and implementing it in the industry and job roles is becoming increasingly important to keep up with the ever-changing technological landscape. Businesses are quickly adapting to large-scale AI and ML tools and techniques.
As more and more businesses are opting for applying AI applications, from Machine Learning to Data Science and Python programming to Robotics, mastering in-demand topics increases your employability.
Who can benefit from this Advanced AI ML certification?
This advanced certification can be advantageous to professionals who are looking to develop expertise in AI. The diverse set of people who can benefit from this program are:
Employees who are looking to enhance their efficiency in their current role
Those who are planning to transition to AI roles in their firm
Those who wish to advance their career in the AI ML industry
Entrepreneurs who are planning to kick-start their modern venture
AI and ML Tools & Platforms Covered in this certification
With 20 courses as a bundle, this advanced certification gives you hands-on experience working with critical AI-related tools and platforms. Check out the exhaustive list of tools and platforms that are discussed in this program.
Python and Python 3 for Data Science and Machine Learning
NumPy for Numerical Data Processing
Matplotlib, Seaborn, and Bokeh for Data Visualization
Pandas for Data Manipulation and Data Analysis
SciKit-Learn for Machine Learning Tasks
Jupyter Notebook to learn how to code
Python libraries for Time Series Analysis and Forecasting
R programming for Machine Learning applications
TensorFlow and Keras for image classification and Deep Learning
Seaborn and Plotly to visualize and conduct exploratory data analysis
Spacy for tokenization and visualization
ChatGPT for navigating AI and Prompt Engineering
Learn to index and query custom data with LLMs and LlamaIndex
Use of Python in Machine Learning and AI
Python is the most in-demand high-level programming language and this course lets you master Python and use it at various levels in the pursuit of learning AI ML.
Through this certification, you get to learn Python and use it for Data Science and Data Analysis. The program introduces crucial Python libraries that you can use for Data Manipulation, Data Analysis, Data Visualization, Time Series Analysis, and Forecasting.
There are a great set of projects that you get to work on using Python where you can obtain practical knowledge in Machine Learning. From using for Reinforcement Learning and Deep Reinforcement Learning to Deep Learning and Neural Networks, the program will help you become a Python programming wizard with practical knowledge.
Advance your AI and ML skills with ChatGPT
ChatGPT has become a groundbreaking innovation in technology. Through this advanced certification program, you will be able to master ChatGPT and get started with using AI for your benefit.
Here you will learn to use ChatGPT to improve your business strategies and amplify communication. You can also leverage ChatGPT to design better content strategies and insights. From designing better images to crafting compelling emails you can use ChatGPT for great many business requirements. Here you will learn how to get there.
This certification program will also help you master Machine Learning using ChatGPT. There is an entire course designed for this program for this. You will also learn how to build your ChatBot with functionalities similar to ChatGPT. The program will teach you how to use Natural Language Processing, JavaScript, and OpenAI code to build the ChatGPT for your business.
What you will learn in this Certification?
This self-paced online advanced certification program will get you started with a basic introduction to Artificial Intelligence and Machine Learning. Then it takes you through a more practical standpoint by including crucial applications.
Through the curriculum, you will be working on mastering Python, Deep Learning, R, Reinforcement Learning, Natural Language Processing in Python, ChatGPT and its uses, and all other AI applications and related technologies.
Prerequisites
- Basic programming skills
- Good understanding of Mathematics, Statistics, and Computer Science
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