AI Courses and Modules
Artificial Intelligence
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Artificial Intelligence - Powered by
Prepare yourself to live in a world defined by Technological Innovation - AI
Get, Set, Ready to experience all-inclusive AI courses created by subject matter experts to boost curiosity and creativity.
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8 Levels of AI Program Course
From introduction of Python, Concepts to Advanced ML Algorithms and Data Science, Statistics, SQL and Tableau
Certificate after Completion of Each Level
Certificates will be given out at the end of each level depending on the students' final scores.
Quizzes, Assignments, and Final Assessments
Quizzes and Assignments for each Subheading and Final Assessment to award certification and validate completion of the level.
Case Studies and Real-Time Projects
Case studies with deep and detailed research and real time projects will improve AI learning efficiently with a greater understanding of the subject crux being taught.
Artifical Intelligence
Why Learning AI at Mashdemy?
We at Mashdemy help fuel your curiosity and assist you to adapt and improvise to the modern day approach of everyday life with the help of simplified AI courses designed by the experts of the domain.
Benefits of Learning AI
Abilities of AI are diverse, depending on the client and the way of creativity they apply AI in their everyday life. We make sure to help you advance in creating projects and codes in the field of interest you are inclined towards, be it:
● Gaming ● Anomaly detection ● Healthcare ● Transport ● Agriculture ● Education ● Data Security and Finance
Leading Jobs in the Field of AI
● Data Scientist ● Data Architect ● Data Engineer ● Statistician ● Data Science Manager ● Machine Learning Engineer ● Decision Scientist ● Data Analyst ● Data Science Leader & Machine Learning Architect
Level 1
Level 2
Level 3
Level 4
Level 5
Level 6
Level 7
Level 8
Level 1
Introduction to Python
- Python
- Number Systems
- Print Statements
- Python Data Structures
- Strings
- Conditional Statements
- Looping Statements
- Functions
- Quizzes and Assignments for each Subheading and Final Assessment to award certification and validate completion of the level
Level 2
Advance Concepts in Python
- Python Built-in Functions
- Try, Except, Else, Finally
- File Operations
- Object Oriented Programming
- Date-Time Package
- Regular Expressions
- Multi Thread Programming
- Generators
- Decorators
- Dynamic Memory Allocation
- Bonus: Game Creation
- Quizzes and Assignments for each Subheading and Final Assessment to award certification and validate completion of the level
Level 3
Packages for Data Science
- Pandas
- Numpy
- Seaborn Package
- Matplotlib, Pyplot Package
- Web Scraping using Beautiful Soup
Level 4
Statistics
- Descriptive Statistics
- Inferential Statistics
- Quizzes and Assignments for each Subheading and Final Assessment to award certification and validate completion of the level.
Level 5
Basic Machine Learning Algorithms
- Why ML and Applications of ML
- Supervised Machine Learning Algorithms
- Logistic Regression
- Regularization Algorithms
- Decision Tree Algorithms
- Ensemble Algorithms
- Support Vector Machine Algorithms
- KMeans Cluster Algorithm
- Hierarchical Clustering Algorithm
- Quizzes, Case Studies and Assignments for each Subheading and Final Assessment to award certification And validate completion of the level.
Level 6
Advanced Machine Learning Algorithms
- Time Series Algorithms
- Recommender Systems
- OpenCV
- Natural Language Processing
- Naïve Bayes Algorithm
- Deep Learning Algorithms
- Artificial Neural Network(ANN)
- Convolution Neural Network(CNN)
- Recurrent Neural Network (RNN)
- Long and Short Time Memory(LSTM)
- Quizzes, Case Studies and Assignments for each Subheading and Final Assessment to award certification and validate completion of the level.
Level 7
SQL
- Introduction to Database Management Systems (DBMS)
- Introduction to Oracle IDE
- Introduction to Structured Query Language (SQL)
- Data Definition Language (DDL)
- Data Manipulation Language (DML)
- Data Retrieval Language (DRL)
- Data Control Language (DCL)
- Select, Where
- Arithmetic, Conditional Operations
- Aggregate Functions, Format Methods, Group Methods
- Join operations
- Set: Union, Unionall, Intersect, Minus
- Subqueries, Correlated Queries
- Views, Over(), Partition By, Lead
- Lag, Rollup, Cube
- Quizzes, Case Studies and Assignments for each Subheading and Final Assessment to award certification and validate completion of the level.
Level 8
Tableau
- Introduction And Application
- Basic Graphs: Pie Chart, Line Chart, Pareto Chart, Bullet Chart, Text Table,Heat Map, Waterfall Chart, Gantt Chart, Bar Chart, Scatter Plot, Area Chart, Dual Axis, Bubble Chart, Histogram.
- Quizzes, Case Studies and Assignments for each Subheading and Final Assessment to award certification and validate completion of the level.