About Course
In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you’ll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems.
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 – Machine Learning
- Introduction to Python
- Objects and Data Structure (String, List Tuple, dictionary, sets, and Booleans)
- Statements in Python (If else, for loop and while loop)
- Functions in python
- Modules and packages
- Basic built-in python modules
- NumPy (vector procession)
- Pandas (Data Processing)
- Matplotlib (Visualization)
- Seaborn (Visualization)
- SK-Learn
- What is Machine learning
- Introduction to types of ML algorithm
- Supervised vs unsupervised learning
- Classification vs regression
- Acquiring and importing the dataset
- Handling the missing values
- Handling Categorical Features
- Feature engineering and Feature selection(Importance)
- Scaling and Normalizing the data
- Data Decomposition and split
- Answering Questions through data
- Data Visualization (line, scatter plots)
- Analyse various aspects of the data
- Statistical Analysis
- Correlation Analysis (positive and negative correlation, multicollinearity)
- Linear regression
- Polynomial Regression
- Multiple Linear Regression
- KNN (K- Nearest Neighbour)
- SVM (Support Vector Machine)
- Logistic Regression
- Decision Tree
- Random Forest
- Naive Bayes
- Parameter optimization technique
- Using Grid Search for parameter optimization
- Model Evaluation with various parameters
- SE, MSE, MAE, RMSE, R2 score, etc.
- Confusion Matrix, Accuracy, Precession, Recall, F1 Score
- K-fold Cross Validation
- 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.
