About Course
This course introduces learners to the core ideas of machine learning, data mining and statistical pattern recognition. It gives them a good grounding in the mathematical, statistical, and computer science fundamentals that form the basis of automated learning machines. It also imparts a basic understanding of python programming and its various libraries that are necessary to learn about artificial intelligence.
What Will You Learn?
- Learn the basics of high-level programming languages using a simple introduction into Python programming.
- Understanding the various modules like Numpy, Pandas, etc used to build ML systems.
- Get an introduction into the world of Machine Learning and learn about various tools.
- Learn to handle datasets with data pre-processing.
- Learn how to create dashboards, storytelling and deploying models
- Intern with us on live projects
- Create a strong skill for your personal purpose/career
- Get in depth knowledge about data analytics and evaluation.
- Know which algorithm/ model to implement at different problem statements.
Course Content – Artificial Intelligence
- What is AI?
- Where did AI come from ?
- Demand for AI
- AI Classification
- Types of AI
- Applications of AI
- Fuzzy Logic
- Search Problems Using AI
- Understanding Terms Data Science, AI, Deep Learning, ML
- Programming languages for AI
- Why Python?
- Installing and using Python
- Characteristics of Python
- Python Data Types
- Data Type Examples(Practical)
- Python Libraries for AI
- Numpy, Pandas, OpenCV (Practical)
- What is Machine Learning?
- Types of machine learning
- Supervised and Unsupervised Learning
- Some Basic definitions for AI
- Dataset – Train & Test
- Teachable Machines (Practical)
- Hypothesis Space
- Prediction Errors
- Bias & Variance
- Overfit and Underfit
- Model Complexity
- Performance – Confusion Matrix
- Linear Regression
- Logistic Regression
- Decision Tree
- SVM
- Naive Bayes (Practical)
- KNN
- K- Means Clustering
- Random Forest (Ensemble) (Practical)
- Dimensionality Reduction
- What are Containers
- Advantages
- Virtual Machine vs Containers
- Discussion of Major Project as a part of curriculum
Learning Plans
Check the pricing plans below that suits the best of your requirements.
Self Learning
₹ 4,600
₹5,900
Save up to 30%
- Recorded video lectures
- Industrial projects
- Certifications
- Live sessions
- Direct mentoring
- Doubt clearing sessions
- Aptitude grooming
- Personality development
- Group discussions
- Resume building
- Placement assistance
Mentor Learning
₹ 7,100
₹9,200
Save up to 30%
- Live sessions
- Recorded video lectures
- Direct mentoring
- Doubt clearing sessions
- Industrial projects
- Certifications
- Aptitude grooming
- Personality development
- Group discussions
- Resume building
- Placement assistance
Professional
₹11,800
₹15,300
Save up to 30%
- Live sessions
- Recorded video lectures
- Direct mentoring
- Doubt clearing sessions
- Industrial projects
- Certifications
- Aptitude grooming
- Personality development
- Group discussions
- Resume building
- Placement assistance
Certification
For your dedication and commendable efforts to learning, for completion of the training as well as the projects accurately and within the timelines given, you earn industry-recognized certifications.
On successful completion of your program, you are eligible to receive a certificate of completion from LearningBot
By taking a Learning program with LearningBot and completing your program, you get your certification which has validity of a lifetime.
After completion of your program of entire training module and assessments, you are eligible to obtain your certificate from LearningBot.
Testimonials
Frequently Asked Questions
As a user, you can avail a the payment mode of your choice. The available modes are: UPI, debit/credit card, No cost EMI, Netbanking/Mobile banking.
When enrolling into LearningBot’s training programs, you are associated with us for a duration of 2 months. Where as, with LearningBot’s Professional programs, you are associated with us for a duration of 3 months.
At LearningBot, you are mentored by industry experts who have been/are working in the industry for a decent time and have a strong grasp in their domain of expertise.
With No cost EMI as a mode of payment, you can easily avail the same if you qualify a basic eligibility criteria.
