Explore Our Comprehensive Training Curriculum on AI & ML
Discover the full potential of AI & ML , one of the most essential tools in today’s market. Whether you're looking to build cutting-edge applications, enhance your skills, or explore new career opportunities, AI & ML offers everything you need. Our training curriculum provides a comprehensive overview, covering all key aspects from the fundamentals to advanced techniques. Learn how to leverage AI & ML to create real-world solutions, gain hands-on experience with industry-standard tools, and stay ahead of the curve in an ever-evolving landscape. Join us and take the next step in mastering AI & ML !"
Tools & Technologies You’ll Master in AI & ML Course
💳 Course Purchase Info
Everything you need to know before enrolling
- ⏱️ Duration: 60 Hours
- 📚 Modules: 8
- 👥 Students: 40
- 🎯 Level: Advance
- 🗣️ Language: English
Industry-Aligned Curriculum for This Course
Explore each topic in-depth through interactive sessions, real-world use cases, and tool-based learning. You’ll not only understand the theory but also build practical skills that matter in actual roles.
30+
Case Studies & Projects
Yes
Certificate of Completion
100%
Career Support & Guidance
Key Highlights in AI & ML Course
Every Feature Empowers The Career You’ve Always Wanted
80% Practical Training
2 Global Certifications
Integrated Internship
Personalised Career Coach
Instant Doubt Solving
Alumni Network
Multi-Domain Interviews
Profile Building Session
📘 Curriculum Overview
Module 1: Data Access & Databases 3 Hours for this Module
+Database access using DB-API2 and SQLAlchemy
-
Executing SQL commands from Pandas
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Loading database data into DataFrames
-
Combining and manipulating DataFrames (merge, join, concatenate)
Module 2: Data Visualization & Analysis 4 Hours for this Module
+Structure of a Figure
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Scatter plots, Line plots, Box plots, Bar charts, Histograms
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Customizing plots
-
Split-apply-combine with DataFrames
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Grouping, Reshaping, Pivoting, and Transforming Data
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Simple and Rolling Statistics
Module 3: Real World Modelling & Problem Solving 4 Hours for this Module
+Deep learning of data analysis tools through lectures, Q&A, and hands-on exercises
-
Application on authentic datasets
-
Predicting the future with Time Series Analysis
Module 4: Python Data Science & ML Algorithms 6 Hours for this Module
+Linear Regression, Logistic Regression
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SVM, KNN, Decision Tree, Random Forest, Naive Bayes
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K-Means, Dimensional Reduction Algorithms, Gradient Boosting Algorithms
Module 5: Python Forecasting Modelling in Data Science 7 Hours for this Module
+Autoregression (AR), Moving Average (MA)
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Autoregressive Moving Average (ARMA), ARIMA
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Seasonal ARIMA (SARIMA), SARIMAX
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Vector Autoregression (VAR), VARMA, VARMAX
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Simple Exponential Smoothing (SES)
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Holt-Winter’s Exponential Smoothing (HWES)
Module 6: Python Basics for AI & ML 4 Hours for this Module
+Python Standard Library, Writing Programs, Accessing Tools, Documentation
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Data Types: Strings, Lists, Dictionaries, etc.
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Control Flow: If-then statements, Loops
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Organizing Code: Functions, Modules, Packages
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Reading and Writing Files
-
Overview of Object-Oriented Programming (OOP)
Module 7: NumPy & 2D Plotting 3 Hours for this Module
+N-dimensional data structures
-
Creating arrays, Indexing and Slicing
-
Basic operations on N-dimensional arrays
-
Plotting with Matplotlib
Module 8: Python Pandas & Data Analysis 6 Hours for this Module
+Tabular datasets, Data Aggregation, and Exploration
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Labelling data for each dimension
-
Handling missing values and time series
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Data Preparation & Cleaning: Series & DataFrames, Indexing, Boolean indexing, Wrangling
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Accessing Data from Multiple Sources: CSV, Excel, JSON, Web Scraping
🎓 What You Will Learn
Practical Knowledge
Learn concepts through real-life examples and hands-on activities designed to strengthen your understanding.
Critical Thinking
Develop the ability to analyze problems, evaluate solutions, and make informed decisions with confidence.
Communication Skills
Improve your written and verbal communication to express ideas clearly and effectively.
Problem Solving
Build logical reasoning and creativity to tackle challenges effectively and independently.
🚀 Upcoming Batches
Hurry up! Limited seats available for our most in-demand courses.
🔥 Filling Fast
Become Career Ready With Us
- Enroll once & get access to all courses.
- Small batch sizes (only 20 seats).
- Internships + 2 Global Certifications.
- Practice on platforms like LeetCode & HackerRank.
- 6-Month On-Job Support & Corporate Visits.
Turn Your Learning Into a Career That You’re Proud Of
01
Follow 3A
Attendance, Assignment & Assessment — your path to structured learning success.
02
Industry Skills
Hands-on practice with tools that match real industry demand.
03
Profile Building
Build a winning resume, LinkedIn profile & web portfolio.
04
Exam
Prove your expertise with our industry-standard evaluation exam.
05
Global Certification
Earn globally recognized certifications to showcase your skills.
06
Internship
Apply what you’ve learned in real-world projects & gain experience.
Instructors
Mentors Behind Your Career Growth
Mr. Sujeet Yadav
Fullstack Teacher
St.Vincent Palloti College of Engineering & Technology, Nagpur.
Mr. Manoj Chowrasiya
Fullstack Teacher
University Department Of Computer Science, University Of Mumbai Kalina Campus.
Mr. Vivek Pal
Fullstack Teacher
University Department Of Computer Science, University Of Mumbai.
Mr. Shibin Alva
Fullstack Teacher
Thakur College of Engineering & Technology,Kandivli.
Mr. Aakash Vishwakarma
Fullstack teacher
Thakur College of Engineering & Technology, Mumbai.
Mr. Uttam Vishwakarma
Fullstack Teacher
Thadomal Shahani College of Engineering, Bandra.
What Our Students Say
Anjali
(College Student)
“TechUpgrad makes learning very simple. I am not from a technical background, so I was worried at first. But the teachers explain slowly and repeat if we don’t understand. They also give practical tasks after every session. This has helped me gain confidence and stop feeling scared of technology.”
Ravi
(Student)
“I never understood coding before. After joining TechUpgrad, I can finally make small programs. The teachers explain very clearly.”
Meera
(Professional)
“Since I already have a full-time job, I wanted something flexible. TechUpgrad was perfect for me because the classes are well-organized, and I could adjust timings when required. The mentors always guided me patiently, even when I struggled. I learned new skills without stress, and it is already helping me at work.”
Parents
(Parents Feedback)
“My daughter is only 11, but TechUpgrad made learning fun for her. The classes are interactive, and the trainers are very friendly with kids. She recently created her first small game, and the smile on her face said it all. I am glad she is learning technology in such a positive way.”
Rahul
(Begginer)
“Earlier I thought coding was very hard. But now I can make small apps. It feels really good to learn with TechUpgrad.”
Meera
(Proffesional)
“I have a job, so I needed flexible timing. TechUpgrad helped me learn without stress. The support is always there.”
Ravi
(Student)
“Before joining TechUpgrad, coding looked very difficult to me. I used to watch online videos but never understood properly. Here, the teachers explain step by step and clear every doubt. Slowly, I started writing my own code. Now I feel proud that I can make small programs on my own.”
Parents
(Parents Feedback)
“My daughter enjoys her TechUpgrad classes. She is just 11 and already made her first small game. I am very happy.”
Rahul
(Begginer)
“Earlier I thought coding was only for very smart people. But after joining TechUpgrad, I realized anyone can learn with the right guidance. The trainers start from basics and give us small projects to practice. After some weeks, I was able to make my own simple app. It gave me a lot of confidence.”
Anjali
(College Student)
“Classes are simple and easy to follow. I don’t feel lost anymore. TechUpgrad makes learning step by step.”
Our Hiring Partners
Trusted by top companies who believe in the talent we nurture.
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Maharashtra
Ambernath Branch
Ambernath (Mumbai Metropolitan Region)
Address : Near Ambernath East Railway Station,
Ambernath (E), Mumbai, Maharashtra – 421501
