Artificial Intelligence: Shape Future Innovations

With the Machine Learning Essentials course from Skillwinner, explore the core concepts of artificial intelligence. This in-depth course is designed to explain the complexities of machine learning and provide a roadmap for both novices and experts. Participants will learn about fundamental algorithms and practice putting them into practice as they examine the real-world uses that spur creativity in a variety of industries.

The Machine Learning Essentials course from Skillwinner gives you the know-how and abilities to navigate the fascinating world of intelligent systems, regardless of whether your goals are to become a data scientist or to harness the power of AI. Join us as we start a transformative learning journey where theory meets practical application.

Become a certified
Artificial Intelligence expert today!

Full Name

Email Id

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College

10 + 1 live & capstone project

Weekly tasks and reports

36+ hours of video content

Co-Brand Certificate

Why WogleTech?

Unlock Your Future: Build a Secure Career with WogleTech’s Cutting-Edge Resources and Transformative Learning Experiences

Students

0 k+

Salary Range

5L - 5 L

Hiring Partners

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Industry Mentors

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Career Support

1: 1

Interview Coding Questions

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Why WogleTech?

Unlock Your Future: Build a Secure Career with WogleTech’s Cutting-Edge Resources and Transformative Learning Experiences

NOW OR NEVER

Students

0 k+

Salary Range

5L - 5 L

Hiring Partners

0 +

Industry Mentors

0 +

Career Support

1: 1

Interview Coding Questions

0 +

Program Details

36+

Hours of Learning

10+

Assignments & Mock Tests

3

Industry Projects

• AI in Industry
• AI Paradigms
• Job opportunities in AI
• AI Applications

Jupyter Notebook
Google Colab

Data Types

Numbers, Strings
Lists
Tuples
Sets
Dictionaries

Comparison Operators
If, elif, else statements
range()
loops

Classes and Objects
Methods

High-level Introduction
Pandas
Numpy
Matplotlib
Seaborn
Scikit learn
Tensorflow
Pytorch
NLTK

Numpy Array
Numpy Indexing and Selection
Numpy Operations
Numpy Exercises

Series
Dataframes
Data Input and Output
Handling Missing Data
Group By
Merging Dataframes
Pandas Exercises
Pandas Operations

Histogram
Line Plot
Scatter
Pie

Basic Plotting
Scatter plot
Bar Chat
Histogram
Box Plot
KDE Plot
Matplotlib Exercises

Types of Machine Learning
- Supervised
- Unsupervised
- Semi-Supervised
- Reinforcement
Features and Labels/Targets
Training, Testing, and Validation Data

Regression
Classification

Linear Regression
Logistic Regression

KNN
Decision Tree
Random Forest
Support Vector Machines

Regression Metrics
- MAE
- MSE
- R-squared
- Adjusted R-squared
Classification Metrics
- Confusion Matrix
- Accuracy
- Precision
- Recall
- F1-score

Clustering
Dimensionality Reduction

K-means
DBSCAN

Hierarchical Clustering

Elbow method
Silhouette Score

Perceptron Model
Neural Networks
Cost Function and Gradient Descent
Overfitting and Underfitting

Activation Functions
Optimizers
Loss Functions
Regularization

Activation Functions in CNN
Convolutional Layers
Filters
Pooling Layers

Motivation behind transfer learning
Popular pre-trained models
Leveraging Pre-trained models

Tokenization
Stemming
Lemmatization
Bag of Words
TF-IDF
Word Embeddings

Basic setup
Interactive Widgets
Data visualization

Hadoop
Spark
Kafka
Airflow

Current AI
ChatGPT underhood
LLMs

Real-World Industry Projects

Get exposure to a compilation of industry-standard projects to showcase the practical application of your skill sets to build & boost your project portfolio.

Predicting Customer Churn using Machine Learning

Develop skills in making a model for customer churn prediction by leveraging customer behavior features, enhancing skills in predictive analytics and fostering an understanding of customer retention strategies.

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Diabetes Predictor

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Sentiment Analysis in Social Media

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Certification

Program Fee

Artificial Intelligence

With WogleTech thorough course, set out on a revolutionary adventure into the world of artificial intelligence. This course covers the fundamentals of artificial intelligence, machine learning, and neural networks and is intended for both newcomers and those wishing to expand their knowledge. You will become an expert Python programmer for AI, explore computer vision, and delve into natural language processing (NLP). The course also covers AI ethics, ensuring that you are knowledgeable about ethical AI usage. You will develop the skills necessary to traverse the changing landscape of AI through practical projects and real-world applications. Join us as we use Artificial Intelligence Essentials to redefine the future.