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Cohort 134 - Da/Ds/GenAi/Ai - DK
Course content
58 sections | 121 lessons
Expand all sections
Link, Passcode & Updates Section
1 Lessons
28th September
2 Lessons
4th October
2 Lessons
5th October
2 Lessons
11th October
2 Lessons
12th October
2 Lessons
25th October
2 Lessons
26th October
2 Lessons
Roadmap, Facts About Python, Set Methods, Class & Objects, Lambda
2 Lessons
2nd November
1 Lessons
8th November
1 Lessons
9th November
1 Lessons
15th November
1 Lessons
Binary Number, CSV, File Handling - CSV, File Handling - MP3, File handling - Text, Probability basics, SDLC, Truth_Table_Python
3 Lessons
SQL Software, Creating a Table, Inseting the Data, SELECT in SQL, Where in SQL, ORDER BY, SDLC
2 Lessons
Distinct, Asterisk (*), Update, Primary Key, Delete, MIN & MAX, ALTER, In
2 Lessons
Between, And & OR, Like in SQL, NOT, Limit/Top, Group By
2 Lessons
Count, Sum, Join, Inner Join, Left Join, Right Join, Self Join, Alias, Default, Check
3 Lessons
NOT Null, SQL Data Type, Functions in SQL, Subquery, Normalization, Practice Set Question, XAMPP process
3 Lessons
Views, Sorting, Filtering, Heading & Title, Installation, Introdution, Buttons
2 Lessons
Sidebar, Reading CSV
1 Lessons
Virtual Environment, Streamlit Widgets, Formatted String, Uploading the multiple files, Displaying Charts, Simple Dashabord, Github Account
2 Lessons
Introdution to Github, Signup, Terms used in Github, Demo of profile, Project Discussion
3 Lessons
Introduction to Data Science, Introduction to Machine Learning, Linear Regression, Salary Prediction
2 Lessons
Introduction to Machine Learning, Supervised Learning, Unsupervised Learning, Linear Regression, pred[0], Gold Price Prediction
2 Lessons
Decision Tree, Logistic Regression, Program Practice
4 Lessons
Random Forest Algorithm, KNN, Dependent Variable, Independent Variable, Train–Test Split
2 Lessons
Resume Discussion, Project Discussion, Data Collection (Compaines), Label Encoding
2 Lessons
17th January
1 Lessons
18th January
1 Lessons
24th January
1 Lessons
25th January
1 Lessons
Introduction to OpenCV, Image color, Reading the images, Cropping the images, Image flipping
2 Lessons
Drawing Shapes on Image, Eye Detection, Face Detection Using Haar Cascade, Image Resizing, Image Rotation, Putting Text on Image
2 Lessons
7th February
1 Lessons
8th February
2 Lessons
Plotly Charts in Streamlit, Multi-Page Apps using pages folder, Session State using st.session_state, Caching using st.cache_data and st.cache_resource, ML Model Loading using pickle or joblib
2 Lessons
ML Prediction UI – inputs to predict, Model Evaluation Display – accuracy, confusion matrix, ML Pipeline Demo – preprocess and predict, Deploying Streamlit App – Streamlit Cloud or server basics, Language Translater App
2 Lessons
Deep Learning & Gen AI
2 Lessons
Deep Learning & Gen AI
2 Lessons
Introduction to Deep Learning, Hidden Layer, Input Layer & Output Layer, Iloc, Terms in Deep Learning, Introduction to ADAM, Blinkit Dashboard -> Zomato App, vlookup, hlookup, Introduction to ReLu
2 Lessons
Deep Learning & Gen AI
2 Lessons
Introduction to Generative AI, What Generative AI can create (text, image, audio, video, code), Real-life uses of Generative AI, Difference between AI, ML, and Generative AI, How Generative AI learns from data (basic idea), Writing clear prompts for beginners
2 Lessons
Deep Learning & Gen AI
1 Lessons
Introduction to NLP, History of NLP, Applications of NLP, NLP vs NLU vs NLG, Text Data Types (Structured vs Unstructured), NLP Workflow Overview, Python for NLP, Installing NLP Libraries (NLTK, spaCy, Transformers), Text Preprocessing Basics,
2 Lessons
Deep Learning & Gen AI
2 Lessons
1st March
1 Lessons
Deep Learning & Gen AI
2 Lessons
Career Building Session
2 Lessons
Resumes building and Sample Interview Questions
16 Lessons
6th March
1 Lessons
Resume Screening System - Project
2 Lessons
Resume Screening System - Project
2 Lessons
GEN AI session
2 Lessons
GEN AI session
2 Lessons
PowerBI, Resume Screening System - Project
2 Lessons
GEN AI session
2 Lessons
18th March
1 Lessons
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